hunoutl/paperlists huggingface dataset:
Title: Can a Fruit Fly Learn Word Embeddings?
Authors: Yuchen Liang, Chaitanya Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J Zaki, Dmitry Krotov
Affiliations: Department of CS, UC San Diego; IBM Research; MIT-IBM Watson AI Lab, IBM Research; RPI, MIT-IBM Watson AI Lab; Department of CS, RPI; Cold Spring Harbor Laboratory
Conference: iclr 2021 (main track)
Keywords: neurobiology;neuroscience;fruit fly;locality sensitive hashing;word embedding;sparse representations
Decision: Poster
Title: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
Authors: Peizhao Li, Yifei Wang, Han Zhao, Pengyu Hong, Hongfu Liu
Affiliations: University of Illinois at Urbana-Champaign; Brandeis University
Conference: iclr 2021 (main track)
Keywords: algorithmic fairness;graph-structured data
Decision: Poster
Title: Entropic gradient descent algorithms and wide flat minima
Authors: Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina
Affiliations: AI Lab, Institute for Data Science and Analytics, Bocconi University, 20136 Milano, Italy; Dept. Applied Science and Technology, Politecnico di Torino, 10129 Torino, Italy; AI Lab, Institute for Data Science and Analytics, Bocconi University, 20136 Milano, Italy
Conference: iclr 2021 (main track)
Keywords: flat minima;entropic algorithms;statistical physics;belief-propagation
Decision: Poster
Title: Clairvoyance: A Pipeline Toolkit for Medical Time Series
Authors: Daniel Jarrett, Jinsung Yoon, Ioana Bica, Zhaozhi Qian, Ari Ercole, Mihaela van der Schaar
Affiliations: University of Cambridge, UK, University of California, Los Angeles, USA, The Alan Turing Institute, UK; University of Oxford, UK, The Alan Turing Institute, UK; University of Cambridge, UK; University of Cambridge, UK, Cambridge University Hospitals NHS Foundation Trust, UK; Google Cloud AI, Sunnyvale, USA, University of California, Los Angeles, USA
Conference: iclr 2021 (main track)
Keywords: reproducibility;healthcare;medical time series;pipeline toolkit;software
Decision: Poster
Title: Self-supervised Visual Reinforcement Learning with Object-centric Representations
Authors: Andrii Zadaianchuk, Maximilian Seitzer, Georg Martius
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Max Planck Institute for Intelligent Systems, Tübingen, Germany; Department of Computer Science, ETH Zurich
Conference: iclr 2021 (main track)
Keywords: self-supervision;autonomous learning;object-centric representations;visual reinforcement learning
Decision: Spotlight
Title: Randomized Automatic Differentiation
Authors: Deniz Oktay, Nick McGreivy, Joshua Aduol, Alex Beatson, Ryan P Adams
Affiliations: Department of Astrophysical Sciences, Princeton University; Department of Computer Science, Princeton University
Conference: iclr 2021 (main track)
Keywords: automatic differentiation;autodiff;backprop;deep learning;pdes;stochastic optimization
Decision: Oral
Title: Correcting experience replay for multi-agent communication
Authors: Sanjeevan Ahilan, Peter Dayan
Affiliations: Max Planck Institute for Biological Cybernetics and University of Tübingen; Gatsby Computational Neuroscience Unit, University College London
Conference: iclr 2021 (main track)
Keywords: multi-agent reinforcement learning;experience replay;communication;relabelling
Decision: Spotlight
Title: IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning
Authors: Manli Zhang, Jianhong Zhang, Zhiwu Lu, Tao Xiang, Mingyu Ding, Songfang Huang
Affiliations: Alibaba DAMO Academy, Hangzhou, China; Gaoling School of Artiﬁcial Intelligence, Renmin University of China, Beijing, China; University of Surrey, Guildford, Surrey, UK; The University of Hong Kong, Hong Kong
Conference: iclr 2021 (main track)
Keywords: few-shot learning;self-supervised learning;episode-level pretext task
Decision: Poster
Title: Private Image Reconstruction from System Side Channels Using Generative Models
Authors: Yuanyuan Yuan, Shuai Wang, Junping Zhang
Affiliations: Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Clear Water bay, Hong Kong SAR; Department of Computer Science, Fudan University, Shanghai, China
Conference: iclr 2021 (main track)
Keywords: side channel analysis
Decision: Poster
Title: Semi-supervised Keypoint Localization
Authors: Olga Moskvyak, Frederic Maire, Feras Dayoub, Mahsa Baktashmotlagh
Affiliations: School of Electrical Engineering and Robotics, Queensland University of Technology, Australia; School of Information Technology and Electrical Engineering, The University of Queensland, Australia
Conference: iclr 2021 (main track)
Keywords: semi-supervised learning;keypoint localization;limited data;unsupervised loss
Decision: Poster
Title: Does enhanced shape bias improve neural network robustness to common corruptions?
Authors: Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen
Affiliations: University of Freiburg, Bosch Center for Artiﬁcial Intelligence; Bosch Center for Artiﬁcial Intelligence; Department of Computer Science, TU Chemnitz
Conference: iclr 2021 (main track)
Keywords: neural network robustness;shape bias;corruptions;distribution shift
Decision: Poster
Title: Image GANs meet Differentiable Rendering for Inverse Graphics and Interpretable 3D Neural Rendering
Authors: Yuxuan Zhang, Wenzheng Chen, Huan Ling, Jun Gao, Yinan Zhang, Antonio Torralba, Sanja Fidler
Affiliations: Stanford University; MIT CSAIL; NVIDIA, University of Toronto, Vector Institute; NVIDIA, University of Waterloo
Conference: iclr 2021 (main track)
Keywords: Differentiable rendering;inverse graphics;GANs
Decision: Oral
Title: Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Authors: Zhuang Liu, Xuanlin Li, Bingyi Kang, trevor darrell
Affiliations: National University of Singapore; University of California, Berkeley
Conference: iclr 2021 (main track)
Keywords: Policy Optimization;Regularization;Continuous Control;Deep Reinforcement Learning
Decision: Spotlight
Title: You Only Need Adversarial Supervision for Semantic Image Synthesis
Authors: Edgar Schoenfeld, Vadim Sushko, Dan Zhang, Juergen Gall, Bernt Schiele, Anna Khoreva
Affiliations: Max Planck Institute for Informatics; University of Bonn; Bosch Center for Artiﬁcial Intelligence
Conference: iclr 2021 (main track)
Keywords: Semantic Image Synthesis;GANs;Image Generation;Deep Learning
Decision: Poster
Title: Improving Adversarial Robustness via Channel-wise Activation Suppressing
Authors: Yang Bai, Yuyuan Zeng, Yong Jiang, Shu-Tao Xia, Xingjun Ma, Yisen Wang
Affiliations: Tsinghua Berkeley Shenzhen Institute, Tsinghua University, China; School of Information Technology, Deakin University, Geelong, VIC, Australia; PCL Research Center of Networks and Communications, Peng Cheng Laboratory, Shenzhen, China; Key Lab. of Machine Perception (MoE), School of EECS, Peking University, Beijing, China; Tsinghua Shenzhen International Graduate School, Tsinghua University, China
Conference: iclr 2021 (main track)
Keywords: Adversarial robustness;channel suppressing;activation strategy.
Decision: Spotlight
Title: Fast Geometric Projections for Local Robustness Certification
Authors: Aymeric Fromherz, Klas Leino, Matt Fredrikson, Bryan Parno, Corina Pasareanu
Affiliations: Carnegie Mellon University, Pittsburgh, PA, USA; Carnegie Mellon University and NASA Ames, Moffett Field, CA, USA
Conference: iclr 2021 (main track)
Keywords: verification;robustness;safety
Decision: Spotlight
Title: Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Authors: Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul N Bennett, Junaid Ahmed, Arnold Overwijk
Affiliations: Microsoft Corporation
Conference: iclr 2021 (main track)
Keywords: Dense Retrieval;Text Retrieval;Text Representation;Neural IR
Decision: Poster
Title: Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
Authors: Shangqing Liu, Yu Chen, Xiaofei Xie, Siow Jing Kai, Yang Liu
Affiliations: Rensselaer Polytechnic Institute; Nanyang Technology University
Conference: iclr 2021 (main track)
Keywords: Code Summarization;Graph Neural Network;Retrieval;Generation
Decision: Spotlight
Title: Entropy-SGD: Biasing Gradient Descent Into Wide Valleys
Affiliations: Department of Electrical and Computer Engineering, New York University; Dipartimento di Scienza Applicata e Tecnologia, Politecnico di Torino; Computer Science Department, University of California, Los Angeles; Courant Institute of Mathematical Sciences, New York University; Microsoft Research New England, Cambridge
Conference: iclr 2017 (main track)
Keywords: Deep learning;Optimization
Decision: Poster
Title: Transfer of View-manifold Learning to Similarity Perception of Novel Objects
Affiliations: Department of Computer Science, Peking University, Beijing, 100871, China; Department of Cognitive Science, John Hopkins University, Baltimore, MD 21218, USA; Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA
Conference: iclr 2017 (main track)
Keywords: Deep learning;Transfer Learning
Decision: Poster
Title: Learning to Generate Samples from Noise through Infusion Training
Affiliations: Montreal Institute for Learning Algorithms (MILA), D´epartement d’Informatique et de Recherche Op ´erationnelle, Universit ´e de Montr ´eal, Montr ´eal, Qu ´ebec, Canada, Associate Fellow, Canadian Institute For Advanced Research (CIFAR); Montreal Institute for Learning Algorithms (MILA), D´epartement d’Informatique et de Recherche Op ´erationnelle, Universit ´e de Montr ´eal, Montr ´eal, Qu ´ebec, Canada
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning
Decision: Poster
Title: PixelVAE: A Latent Variable Model for Natural Images
Affiliations: CIFAR Fellow; CentraleSupélec; Computer Vision Center & Universitat Autonoma de Barcelona; Politecnico di Milano; Department of Computer Science and Engineering, IIT Kanpur; Montreal Institute for Learning Algorithms, Université de Montréal
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning
Decision: Poster
Title: Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks
Affiliations: IBM Haifa Research Lab, Haifa, Israel; MIT Computer Science and Artiﬁcial Intelligence Laboratory, Cambridge, MA, USA; Bar-Ilan University, Ramat-Gan, Israel
Conference: iclr 2017 (main track)
Keywords: Natural language processing;Deep learning
Decision: Poster
Title: What does it take to generate natural textures?
Affiliations: Centre for Integrative Neuroscience, University of Tübingen, Germany; Bernstein Center for Computational Neuroscience, Tübingen, Germany; Graduate School of Neural Information Processing, University of Tübingen, Germany; Max Planck Institute for Biological Cybernetics, Tübingen, Germany; Centre for Integrative Neuroscience, University of Tübingen, Germany; Bernstein Center for Computational Neuroscience, Tübingen, Germany; Graduate School of Neural Information Processing, University of Tübingen, Germany
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning
Decision: Poster
Title: Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition
Affiliations: UMR CNRS NIA 7260, Aix Marseille Univ., Marseille, France; Teklia SAS, Paris, France; A2iA SAS, Paris, France; UMR CNRS LSIS 7296, AMU, Univ. Toulon, ENSAM, IUF, France
Conference: iclr 2017 (main track)
Decision: Reject
Title: Regularizing CNNs with Locally Constrained Decorrelations
Affiliations: Computer Vision Center - Univ. Autònoma de Barcelona (UAB), 08193 Bellaterra, Catalonia Spain; Visual Tagging Services, Campus UAB, 08193 Bellaterra, Catalonia Spain
Conference: iclr 2017 (main track)
Keywords: Computer vision;Deep learning;Optimization
Decision: Poster
Title: Autoencoding Variational Inference For Topic Models
Affiliations: Informatics Forum, University of Edinburgh, 10, Crichton St, Edinburgh, EH89AB, UK; Informatics Forum, University of Edinburgh, 10, Crichton St, Edinburgh, EH89AB, UK; Additional affiliation: Alan Turing Institute, British Library, 96 Euston Road, London NW1 2DB
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning;Applications;Optimization
Decision: Poster
Title: DRAGNN: A Transition-Based Framework for Dynamically Connected Neural Networks
Affiliations: Google, New York, NY, chrisalberti@google.com; Carnegie Mellon University, Pittsburgh, PA, lingpenk@cs.cmu.edu; Google, New York, NY, andor@google.com; Google, New York, NY, bogatyy@google.com; Google, New York, NY, djweiss@google.com
Conference: iclr 2017 (main track)
Keywords: Natural language processing;Deep learning;Multi-modal learning;Structured prediction
Decision: Reject
Title: Online Bayesian Transfer Learning for Sequential Data Modeling
Affiliations: Department of Kinesiology, University of Waterloo, Ontario, Canada; Noah’s Ark Laboratory, Huawei Technologies, Hong Kong, China; David R. Cheriton School of Computer Science, University of Waterloo, Ontario, Canada
Conference: iclr 2017 (main track)
Keywords: Unsupervised Learning;Transfer Learning;Applications
Decision: Poster
Title: Fast Chirplet Transform to Enhance CNN Machine Listening - Validation on Animal calls and Speech
Affiliations: DYNI, LSIS, Machine Learning & Bioacoustics team, AMU, University of Toulon, ENSAM, CNRS, La Garde, France; DYNI, LSIS, Machine Learning & Bioacoustics team, AMU, University of Toulon, ENSAM, CNRS, IUF, La Garde, France; Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005, USA
Conference: iclr 2017 (main track)
Keywords: Applications;Supervised Learning;Deep learning;Speech
Decision: Workshop
Title: Generative Adversarial Networks for Image Steganography
Affiliations: 3National Research University Higher School of Economics (HSE); 1Skolkovo Institute of Science and Technology, 2The Institute for Information Transmission Problems RAS (Kharkevich Institute), 3National Research University Higher School of Economics (HSE)
Conference: iclr 2017 (main track)
Keywords: Computer vision;Deep learning;Unsupervised Learning;Applications;Supervised Learning
Decision: Reject
Title: Modelling Relational Time Series using Gaussian Embeddings
Affiliations: Sorbonne Universities, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, Institut VEDECOM, 77 rue des chantiers, 78000, Versailles; Sorbonne Universities, UPMC Univ Paris 06, CNRS, LIP6 UMR 7606, 4 place Jussieu 75005 Paris, France
Conference: iclr 2017 (main track)
Keywords: Applications;Deep learning
Decision: Reject
Title: Mode Regularized Generative Adversarial Networks
Affiliations: Department of Computing, The Hong Kong Polytechnic University, Hong Kong; Montreal Institute for Learning Algorithms, Université de Montréal, Montréal, QC H3T 1J4, Canada; David R. Cheriton School of Computer Science, University Of Waterloo, Waterloo, ON N2L 3G1, Canada
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning
Decision: Poster
Title: Binary Paragraph Vectors
Authors: Karol Grzegorczyk & Marcin Kurdziel, AGH University of Science and Technology , Department of Computer Science , Krakow, Poland , {kgr,kurdziel}@agh.edu.pl
Affiliations: AGH University of Science and Technology, Department of Computer Science, Krakow, Poland
Conference: iclr 2017 (main track)
Keywords: Natural language processing;Transfer Learning
Decision: Reject
Title: Learning Disentangled Representations in Deep Generative Models
Affiliations: College of Computer Science, Northeastern University, MA 02115, USA; Microsoft Research, WA 98052, USA; Department of Engineering Science, University of Oxford, Oxford OX13PJ, UK; Department of Psychology, Stanford University, CA 94305, USA
Conference: iclr 2017 (main track)
Keywords: Semi-Supervised Learning;Deep learning;Computer vision
Decision: Reject
Title: BIOACOUSTIC SEGMENTATION BY HIERARCHICAL DIRICHLET PROCESS HIDDEN MARKOV MODEL
Affiliations: LMNO UMR CNRS, Statistics and Data Science, University of Caen, Caen, France; DYNI, LSIS UMR CNRS, Machine Learning, AMU, University of Toulon, ENSAM, La Garde, France
Conference: iclr 2017 (main track)
Decision: Reject
Title: Multilayer Recurrent Network Models of Primate Retinal Ganglion Cell Responses
Affiliations: Department of Neurosurgery and Hansen Experimental Physics Laboratory, Stanford University; Santa Cruz Institute for Particle Physics, University of California, Santa Cruz; Department of Physics, Stanford University; Neurosciences Graduate Program, University of California, San Diego; Departments of Statistics and Neuroscience, Columbia University; Doctoral Program in Neurobiology & Behavior, Columbia University
Conference: iclr 2017 (main track)
Keywords: Deep learning;Applications
Decision: Poster
Title: Introspection:Accelerating Neural Network Training By Learning Weight Evolution
Affiliations: Adobe Systems Inc, Noida, Uttar Pradesh, India; Department of Computer Science, IIT Kanpur, Uttar Pradesh, India; Department of Electronics and Electrical Comm. Engg., IIT Kharagpur, West Bengal, India
Conference: iclr 2017 (main track)
Keywords: Computer vision;Deep learning;Optimization
Decision: Poster
Title: Efficient Communications in Training Large Scale Neural Networks
Affiliations: Innovative Computing Laboratory, The University of Tennessee, Knoxville; Big Data Research Center, Univ. of Electr. Sci. & Tech. of China; School of Computational Science & Engineering, Georgia Institute of Technology; School of Computer Science, Georgia Institute of Technology
Conference: iclr 2017 (main track)
Keywords: Applications;Deep learning
Decision: Reject
Title: Deep Symbolic Representation Learning for Heterogeneous Time-series Classification
Affiliations: Bosch Research and Technology Center, Palo Alto, CA and University of Illinois at Chicago, Chicago, IL; Bosch Research and Technology Center, Palo Alto, CA; Bosch Research and Technology Center, Palo Alto, CA and Simon Fraser University, Burnaby, BC
Conference: iclr 2017 (main track)
Decision: Reject
Title: NEUROGENESIS-INSPIRED DICTIONARY LEARNING: ONLINE MODEL ADAPTION IN A CHANGING WORLD
Affiliations: IBM Thomas J. Watson Research Center, Yorktown Heights, NY USA; The Department of Computer Science, University of Southern California, Los Angeles, CA USA
Conference: iclr 2017 (main track)
Keywords: Unsupervised Learning;Computer vision;Transfer Learning;Optimization;Applications
Decision: Reject
Title: Riemannian Optimization for Skip-Gram Negative Sampling
Affiliations: 1Skolkovo Institute of Science and Technology, Moscow, Russia; 2Yandex LLC, Moscow, Russia; 1Skolkovo Institute of Science and Technology, Moscow, Russia; 4Institute of Numerical Mathematics, Russian Academy of Sciences, Moscow, Russia
Conference: iclr 2017 (main track)
Keywords: Natural language processing;Unsupervised Learning
Decision: Reject
Title: Amortised MAP Inference for Image Super-resolution
Authors: Casper Kaae Sonderby, Jose Caballero, Lucas Theis, Wenzhe Shi and Ferenc Huszar
Affiliations: Twitter, London, UK; Twitter, London, UK and University of Copenhagen, Denmark
Conference: iclr 2017 (main track)
Keywords: Theory;Computer vision;Deep learning
Decision: Oral
Title: Improving Generative Adversarial Networks with Denoising Feature Matching
Affiliations: Montreal Institute for Learning Algorithms, Universit ´e de Montr ´eal, CIFAR Senior Fellow; Montreal Institute for Learning Algorithms, Universit ´e de Montr ´eal
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning
Decision: Poster
Title: Understanding Trainable Sparse Coding with Matrix Factorization
Affiliations: CMLA, ENS Cachan, CNRS, Universit´e Paris-Saclay, 94235 Cachan, France; Courant Institute of Mathematical Sciences, New York University, New York, NY 10012, USA
Conference: iclr 2017 (main track)
Keywords: Theory;Deep learning;Optimization
Decision: Poster
Title: Linear Time Complexity Deep Fourier Scattering Network and Extension to Nonlinear Invariants
Affiliations: DYNI, LSIS, Machine Learning and Bioacoustics team, AMU, University of Toulon, ENSAM, CNRS, La Garde, France; Department of Electrical and Computer Engineering, Rice University, Houston, TX 77005, USA
Conference: iclr 2017 (main track)
Keywords: Unsupervised Learning;Applications;Deep learning
Decision: Reject
Title: Diet Networks: Thin Parameters for Fat Genomics
Affiliations: Montreal Institute for Learning Algorithms, Montreal, Quebec, Canada; University of Montreal, Faculty of Medicine, Montreal Heart Institute, Beaulieu-Saucier Pharmacogenomics Centre, Montreal, Quebec, Canada; University of Montreal, Faculty of Medicine, Montreal, Quebec, Canada; Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
Conference: iclr 2017 (main track)
Keywords: Deep learning;Unsupervised Learning;Supervised Learning;Applications
Decision: Poster
Title: Recurrent Normalization Propagation
Affiliations: Montreal Institute for Learning Algorithms (MILA), D´epartement d’Informatique et de Recherche Op ´erationnelle, Universit ´e de Montr ´eal, Montr ´eal, Qu ´ebec, Canada, Associate Fellow, Canadian Institute For Advanced Research (CIFAR); Montreal Institute for Learning Algorithms (MILA), D´epartement d’Informatique et de Recherche Op ´erationnelle, Universit ´e de Montr ´eal, Montr ´eal, Qu ´ebec, Canada
Conference: iclr 2017 (main track)
Keywords: Deep learning;Optimization
Decision: Workshop
Title: Unsupervised Learning of State Representations for Multiple Tasks
Affiliations: Robotics and Biology Laboratory, Technische Universität Berlin, Germany; Robotics and Mechatronics Center, German Aerospace Center (DLR), Wessling, Germany; Ecole Nationale Supérieure de Techniques Avancées (ENSTA-ParisTech), Paris, France
Conference: iclr 2017 (main track)
Keywords: Reinforcement Learning;Unsupervised Learning
Decision: Reject
Title: Hadamard Product for Low-rank Bilinear Pooling
Affiliations: NA VER LABS Corp. & NA VER Corp., Gyeonggi-do 13561, Republic of Korea; School of Computer Science and Engineering & Interdisciplinary Program in Cognitive Science, Seoul National University & Surromind Robotics, Seoul 08826, Republic of Korea; School of Computer Science and Engineering, Seoul National University, Seoul 08826, Republic of Korea; Interdisciplinary Program in Cognitive Science, Seoul National University, Seoul 08826, Republic of Korea; School of Computing, KAIST, Daejeon 34141, Republic of Korea
Conference: iclr 2017 (main track)
Keywords: Deep learning;Supervised Learning;Multi-modal learning
Decision: Poster
Title: Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
Affiliations: Department of Computer Science, University of Illinois at Urbana-Champaign; Zhejiang University; Department of Computer Science, University of Illinois at Urbana-Champaign; Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign
Conference: iclr 2017 (main track)
Keywords: Reinforcement Learning;Optimization;Games
Decision: Poster
Title: End-to-end Optimized Image Compression
Affiliations: Center for Neural Science and Courant Institute of Mathematical Sciences, New York University, New York, NY 10003, USA; Center for Neural Science, New York University, New York, NY 10003, USA; Image Processing Laboratory, Universitat de Val `encia, 46980 Paterna, Spain
Conference: iclr 2017 (main track)
Decision: Oral
Title: Decomposing Motion and Content for Natural Video Sequence Prediction
Affiliations: University of Michigan, Ann Arbor, USA and Google Brain, Mountain View, CA 94043; POSTECH, Pohang, Korea; University of Michigan, Ann Arbor, USA; Beihang University, Beijing, China; Adobe Research, San Jose, CA 95110
Conference: iclr 2017 (main track)
Keywords: Computer vision;Deep learning;Unsupervised Learning
Decision: Poster
Title: Towards Deep Interpretability (MUS-ROVER II): Learning Hierarchical Representations of Tonal Music
Affiliations: Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA; Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
Conference: iclr 2017 (main track)
Decision: Poster