hunoutl/paperlists huggingface dataset:
Title: WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
Authors: Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, Gabriel Stanovsky, Roy Schwartz
Affiliations: The Hebrew University of Jerusalem; Ben Gurion University; University of North Carolina at Chapel Hill
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: vision-and-language;dynamic-benchmark;visual-associations;visual-common-sense-reasoning
Decision: Highlighted
Title: Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
Authors: Hanoona Bangalath, Muhammad Maaz, Muhammad Uzair Khattak, Salman Khan, Fahad Shahbaz Khan
Affiliations: Linköping University, Sweden; Mohamed bin Zayed University of AI, UAE; Australian National University, Australia
Conference: nips 2022 (main track)
Keywords: object detection;open vocabulary;vision-language pretraining
Decision: Poster
Title: GAR: Generalized Autoregression for Multi-Fidelity Fusion
Authors: Yuxin Wang, Zheng Xing, WEI XING
Affiliations: School of Mathematics and Statistics, University of Sheffield, Sheffield S10 2TN, UK; School of Integrated Circuit Science and Engineering, Beihang University, Beijing, China, 100191.; Graphics&Computing Department, Rockchip Electronics Co., Ltd, Fuzhou, China, 350003; School of Mathematical Science, Beihang University, Beijing, China, 100191.
Conference: nips 2022 (main track)
Keywords: Gaussian process;autoregression;multi fidelity;nonparametric Bayesian
Decision: Poster
Title: Compressible-composable NeRF via Rank-residual Decomposition
Authors: Jiaxiang Tang, Xiaokang Chen, Jingbo Wang, Gang Zeng
Affiliations: School of Intelligence Science and Technology, Peking University; Intelligent Terminal Key Laboratory of SiChuan Province; Chinese University of Hong Kong; School of Intelligence Science and Technology, Peking University
Conference: nips 2022 (main track)
Keywords: Neural Radiace Fields;Tensor Rank Decomposition;Compression;Composition.
Decision: Poster
Title: On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
Authors: Anish Chakrabarty, Swagatam Das
Affiliations: Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata, West Bengal, India; Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, West Bengal, India
Conference: nips 2022 (main track)
Keywords: Cycle Consistency Loss;Theory of Deep Learning;CycleGAN;Unsupervised Image-to-Image Translation
Decision: Poster
Title: Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy
Authors: Leyan Deng, Defu Lian, Chenwang Wu, Enhong Chen
Affiliations: School of Computer Science and Technology, University of Science and Technology of China; School of Data Science, University of Science and Technology of China
Conference: nips 2022 (main track)
Keywords: generalization ability;recommender system;graph learning
Decision: Poster
Title: Unsupervised Learning From Incomplete Measurements for Inverse Problems
Authors: Julián Tachella, Dongdong Chen, Mike Davies
Affiliations: School of Engineering, University of Edinburgh, Edinburgh, UK; Laboratoire de Physique, CNRS & ENSL, Lyon, France
Conference: nips 2022 (main track)
Keywords: inverse problems;unsupervised learning;sensing theorems
Decision: Poster
Title: ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On
Authors: Igor Santesteban, Miguel Otaduy, Nils Thuerey, Dan Casas
Affiliations: Universidad Rey Juan Carlos, Madrid, Spain; Technical University of Munich, Germany
Conference: nips 2022 (main track)
Keywords: Neural fields;deformable objects;contact handling;cloth;virtual try-on
Decision: Poster
Title: Density-driven Regularization for Out-of-distribution Detection
Authors: Wenjian Huang, Hao Wang, Jiahao Xia, Chengyan Wang, Jianguo Zhang
Affiliations: Dept. of Computer Science and Engineering, Southern University of Science and Technology; Research Institute of Trustworthy Autonomous Systems and Dept. of Computer Science and Engineering, Southern University of Science and Technology; Human Phenome Institute, Fudan University; Faculty of Engineering and IT, University of Technology Sydney
Conference: nips 2022 (main track)
Decision: Poster
Title: Laplacian Autoencoders for Learning Stochastic Representations
Authors: Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz, Nicki Skafte, Søren Hauberg
Affiliations: Technical University of Denmark
Conference: nips 2022 (main track)
Keywords: Laplace Approximation;Bayesian Learning;Unsupervised Representation Learning
Decision: Poster
Title: Fuzzy Learning Machine
Authors: Junbiao Cui, Jiye Liang
Affiliations: Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education, School of Computer and Information Technology, Shanxi University, Taiyuan 030006, Shanxi, China.
Conference: nips 2022 (main track)
Keywords: Classification;Cognitive Science;Fuzzy Set Theory
Decision: Poster
Title: Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
Authors: Jinguo Zhu, Xizhou Zhu, Wenhai Wang, Xiaohua Wang, Hongsheng Li, Xiaogang Wang, Jifeng Dai
Affiliations: SenseTime Research; Xi’an Jiaotong University; Tsinghua University; Shanghai AI Laboratory; The Chinese University of Hong Kong
Conference: nips 2022 (main track)
Keywords: Generalist Models;Task Interference;Mixture of Experts
Decision: Poster
Title: Differentially Private Generalized Linear Models Revisited
Authors: Raman Arora, Raef Bassily, Cristóbal Guzmán, Michael Menart, Enayat Ullah
Affiliations: Department of Computer Science & Engineering, Translational Data Analytics Institute (TDAI), The Ohio State University; Department of Computer Science, The Johns Hopkins University; Inst. for Mathematical and Comput. Eng., Fac. de Matemáticas and Esc. de Ingeniería, Pontiﬁcia Universidad Católica de Chile; Department of Computer Science & Engineering, The Ohio State University
Conference: nips 2022 (main track)
Keywords: differential privacy;supervised learning;generalized linear model;optimization
Decision: Poster
Title: Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge
Authors: Mayleen Cortez, Matthew Eichhorn, Christina Yu
Affiliations: Center for Applied Math, Cornell University, Ithaca, NY 14850; Operations Research and Information Engineering, Cornell University, Ithaca, NY 14850
Conference: nips 2022 (main track)
Keywords: network interference;causal inference;staggered rollout design;polynomial interpolation;total treatment effect;global average treatment effect
Decision: Poster
Title: Manifold Interpolating Optimal-Transport Flows for Trajectory Inference
Authors: Guillaume Huguet, Daniel Sumner Magruder, Alexander Tong, Oluwadamilola Fasina, Manik Kuchroo, Guy Wolf, Smita Krishnaswamy
Affiliations: Université de Montréal; Mila - Quebec AI Institute; Yale University
Conference: nips 2022 (main track)
Decision: Poster
Title: AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
Authors: Krishnateja Killamsetty, Guttu Sai Abhishek, Aakriti Lnu, Ganesh Ramakrishnan, Alexandre Evfimievski, Lucian Popa, Rishabh Iyer
Affiliations: The University of Texas at Dallas, USA; IBM Research, USA; Indian Institute of Technology Bombay, India
Conference: nips 2022 (main track)
Keywords: Hyperparameter Optimization;Efficiency;Data Subset Selection;Submodularity
Decision: Poster
Title: High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation
Authors: Jimmy Ba, Murat Erdogdu, Taiji Suzuki, Zhichao Wang, Denny Wu, Greg Yang
Affiliations: University of Tokyo and RIKEN AIP; University of Toronto and Vector Institute; University of California, San Diego; Microsoft Research AI
Conference: nips 2022 (main track)
Keywords: random matrix theory;two-layer neural network;kernel method;feature learning
Decision: Poster
Title: Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
Authors: Rihab Gorsane, Omayma Mahjoub, Ruan John de Kock, Roland Dubb, Siddarth Singh, Arnu Pretorius
Affiliations: University of Cape Town, South Africa; InstaDeep; National School of Computer Science, Tunisia
Conference: nips 2022 (main track)
Keywords: “multi-agent reinforcement learning”;“MARL”;“Evaluation”;“Cooperative MARL”;“Standardised evaluation protocol”
Decision: Poster
Title: Debiased Machine Learning without Sample-Splitting for Stable Estimators
Authors: Qizhao Chen, Vasilis Syrgkanis, Morgane Austern
Affiliations: Harvard University, Cambridge, MA 02138; Stanford University, Stanford, CA 94305
Conference: nips 2022 (main track)
Keywords: Double Machine Learning;Stability;Causal Inference;Treatment Effects;Debiased Machine Learning
Decision: Poster
Title: Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
Authors: An Zhang, Wenchang Ma, Xiang Wang, Tat-Seng Chua
Affiliations: University of Science and Technology of China; National University of Singapore; Sea-NExT Joint Lab, National University of Singapore
Conference: nips 2022 (main track)
Keywords: Recommendation;Collaborative Filtering;Popularity Bias;Contrastive Loss;Popularity Debiasing
Decision: Poster
Title: Efficient and Stable Fully Dynamic Facility Location
Authors: Sayan Bhattacharya, Silvio Lattanzi, Nikos Parotsidis
Affiliations: Department of Computer Science, University of Warwick, Coventry, CV47AL, United Kingdom; Google Research
Conference: nips 2022 (main track)
Keywords: Clustering;Facility Location;Dynamic Algorithms;Consistent;Recourse;Approximation
Decision: Highlighted
Title: Class-Aware Adversarial Transformers for Medical Image Segmentation
Authors: Chenyu You, Ruihan Zhao, Fenglin Liu, Siyuan Dong, Sandeep Chinchali, Ufuk Topcu, Lawrence Staib, James Duncan
Affiliations: University of Oxford; Yale University; UT Austin
Conference: nips 2022 (main track)
Keywords: Medical Image Segmentation;Generative Adversarial Network;vision Transformer
Decision: Poster
Title: You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments
Authors: Keiran Paster, Sheila McIlraith, Jimmy Ba
Affiliations: Department of Computer Science, University of Toronto, Vector Institute
Conference: nips 2022 (main track)
Keywords: representation learning;reinforcement learning;model-based reinforcement learning;decision transformer
Decision: Poster
Title: Human-AI Collaborative Bayesian Optimisation
Authors: Arun Kumar A V, Santu Rana, Alistair Shilton, Svetha Venkatesh, Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Geelong, Australia, {aanjanapuravenk,santu.rana,alistair.shilton,, svetha.venkatesh}@deakin.edu.au
Affiliations: Applied Artiﬁcial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Geelong, Australia
Conference: nips 2022 (main track)
Keywords: Human-AI Teaming;Bayesian Optimisation;Bayesian Learning;Classification;Hyperparameter Optimisation;Kernel Methods
Decision: Poster
Title: A Simple Approach to Automated Spectral Clustering
Authors: Jicong Fan, Yiheng Tu, Zhao Zhang, Mingbo Zhao, Haijun Zhang
Affiliations: Chinese Academy of Science, Beijing; University of Chinese Academy of Sciences, Beijing; Donghua University, Shanghai; Hefei University of Technology, Hefei; Harbin Institute of Technology, Shenzhen; The Chinese University of Hong Kong, Shenzhen; Shenzhen Research Institute of Big Data
Conference: nips 2022 (main track)
Decision: Poster
Title: HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis
Authors: shlee
Affiliations: Department of Artificial Intelligence, Korea University, Seoul, Korea; NAVER Corp., Seongnam, Korea; Department of Brain and Cognitive Engineering, Korea University, Seoul, Korea
Conference: nips 2022 (main track)
Keywords: Speech Synthesis;Text-to-Speech;Self-supervised speech representation
Decision: Poster
Title: A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
Authors: Tesi Xiao, Krishnakumar Balasubramanian, Saeed Ghadimi
Affiliations: Department of Statistics, University of California, Davis; Department of Management Sciences, University of Waterloo
Conference: nips 2022 (main track)
Keywords: Projection-Free algorithm;Conditional gradient algorithm;Stochastic multi-level composition optimization;Moving-average;Oracle complexity;High-probability bounds
Decision: Poster
Title: Tsetlin Machine for Solving Contextual Bandit Problems
Authors: Raihan Seraj, Jivitesh Sharma, Ole-Christoffer Granmo
Affiliations: Electrical and Computer Engineering, McGill University, Canada; Center for Artificial Intelligence Research (CAIR), University of Agder, Norway
Conference: nips 2022 (main track)
Keywords: Contextual bandits;Tsetlin Machine
Decision: Poster
Title: ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography
Authors: Ahmed M. Alaa, Anthony Philippakis, David Sontag
Affiliations: MIT CSAIL and IMES, Cambridge, MA; UC Berkeley and UCSF, Berkeley, CA; Broad Institute of MIT and Harvard, Cambridge, MA
Conference: nips 2022 (Datasets & Benchmarks track)
Decision: Poster
Title: The Curse of Unrolling: Rate of Differentiating Through Optimization
Authors: Damien Scieur, Gauthier Gidel, Quentin Bertrand, Fabian Pedregosa
Affiliations: Mila & Université de Montréal; Google Research; Mila & Université de Montréal, Canada CIFAR AI Chair; Samsung SAIL Montreal
Conference: nips 2022 (main track)
Keywords: implicit differentiation;unrolling;optimization;bi-level;meta-learning;sobolev
Decision: Poster
Title: VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
Authors: Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger
Affiliations: University of Tübingen and Max Planck Institute for Intelligent Systems, Tübingen; Zhejiang University, China
Conference: nips 2022 (main track)
Keywords: 3D-aware image synthesis;sparse voxel grids;neural radiance fields;3D generative models
Decision: Poster
Title: NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search
Authors: Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing, China 100084
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: Graph neural architecture search;neural architecture search benchmark
Decision: Poster
Title: Generic bounds on the approximation error for physics-informed (and) operator learning
Authors: Tim De Ryck, Siddhartha Mishra
Affiliations: Seminar for Applied Mathematics (SAM), D-MATH and ETH AI center, ETH Zürich, Switzerland; Seminar for Applied Mathematics (SAM), D-MATH, ETH Zürich, Switzerland
Conference: nips 2022 (main track)
Keywords: deep learning;PINN;DeepONet;FNO;neural network approximation theory
Decision: Poster
Title: Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics
Authors: Harsh Rangwani, shrinivas ramasubramanian, Sho Takemori, Kato Takashi, Yuhei Umeda, Venkatesh Babu R
Affiliations: Fujitsu Limited, Kanagawa, Japan; Video Analytics Lab, Indian Institute of Science, Bengaluru, India
Conference: nips 2022 (main track)
Keywords: Semi-Supervised Learning;Long-Tailed Learning;Non-Decomposable Objectives
Decision: Poster
Title: Benefits of Permutation-Equivariance in Auction Mechanisms
Authors: Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China, Beijing Key Laboratory of Big Data Management and Analysis Methods; JD Explore Academy, JD.com Inc.; University of Science and Technology of China, JD Explore Academy, JD.com Inc.
Conference: nips 2022 (main track)
Keywords: Permutation-Equivariance;Auction Mechanisms
Decision: Poster
Title: Reinforcement Learning with a Terminator
Authors: Guy Tennenholtz, Nadav Merlis, Lior Shani, Shie Mannor, Uri Shalit, Gal Chechik, Assaf Hallak, Gal Dalal
Affiliations: Technion, Israel Institute of Technology; Nvidia Research, Israel; Bar Ilan University, Israel
Conference: nips 2022 (main track)
Keywords: reinforcement learning;termination
Decision: Poster
Title: A Unified Model for Multi-class Anomaly Detection
Authors: Zhiyuan You, Lei Cui, Yujun Shen, Kai Yang, Xin Lu, Yu Zheng, Xinyi Le
Affiliations: CUHK; SenseTime; Shanghai Jiao Tong University; Tsinghua University
Conference: nips 2022 (main track)
Keywords: multi-class anomaly detection
Decision: Poster
Title: Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
Authors: Yizhou Zhang, Defu Cao, Yan Liu
Affiliations: Department of Computer Science, Viterbi School of Engineering, University of Southern California
Conference: nips 2022 (main track)
Keywords: Causal Inference;Temporal Point Process;Misinformation Influence;Counterfactual Analysis;Fake News;Social Media;Deep Learning
Decision: Poster
Title: Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Authors: Seiji Maekawa, Koki Noda, Yuya Sasaki, makoto onizuka
Affiliations: Graduate school of Information Science and Technology, Osaka University; TDAI Lab Co., Ltd.
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: graph neural networks;classification;heterophily;synthetic graphs
Decision: Poster
Title: Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence
Authors: Sunghwan Hong, Jisu Nam, Seokju Cho, Susung Hong, Sangryul Jeon, Dongbo Min, Seungryong Kim
Affiliations: Ewha Womans University; Korea University; UC Berkeley
Conference: nips 2022 (main track)
Keywords: Implicit neural representation;semantic correspondence
Decision: Poster
Title: Learning low-dimensional generalizable natural features from retina using a U-net
Authors: Siwei Wang, Benjamin Hoshal, Elizabeth de Laittre, Thierry Mora, Michael Berry, Stephanie Palmer
Affiliations: Department of Organismal Biology and Anatomy, University of Chicago; Sorbonne Université, INSERM, CNRS, Institut de la Vision; Princeton Neuroscience Institute, Princeton University; Committee on Computational Neuroscience, University of Chicago
Conference: nips 2022 (main track)
Keywords: retina;efficient coding;convolutional neural network;synergy;natural scene
Decision: Poster
Title: ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization
Authors: Siqi Shen, Mengwei Qiu, Jun Liu, Weiquan Liu, Yongquan Fu, Xinwang Liu, Cheng Wang
Affiliations: Fujian Key Lab of Sensing and Computing for Smart Cities, School of Informatics, Xiamen University, China; School of Computer, National University of Defense Technology, China
Conference: nips 2022 (main track)
Keywords: Multi-Agent Reinforcement Learning;Value Factorization;residual Q
Decision: Poster
Title: On Divergence Measures for Bayesian Pseudocoresets
Authors: Balhae Kim, Jungwon Choi, Seanie Lee, Yoonho Lee, Jung-Woo Ha, Juho Lee
Affiliations: Stanford University; KAIST; NAVER AI Lab; KAIST, AITRICS
Conference: nips 2022 (main track)
Keywords: Bayesian pseudocoresets;Dataset distillation;Bayesian inference;Divergence measures
Decision: Poster
Title: A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal
Authors: Yaqian Zhang, Bernhard Pfahringer, Eibe Frank, Albert Bifet, Nick Jin Sean Lim, Yunzhe Jia
Affiliations: University of Waikato, New Zealand; University of Waikato, New Zealand; LTCI, Télécom Paris, France
Conference: nips 2022 (main track)
Keywords: continual learning;experience replay;online learning;forggetting;online continual learning
Decision: Poster
Title: HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes
Authors: Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang
Affiliations: Beijing Institute for General Artificial Intelligence (BIGAI); School of Computer Science & Technology, Beijing Institute of Technology; Beijing Institute for General Artificial Intelligence (BIGAI); School of Computer Science & Technology, Beijing Institute of Technology; Yangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing; Institute for Artificial Intelligence, Peking University
Conference: nips 2022 (main track)
Keywords: language and 3D scene;motion generation;language-conditioned generation;human-scene interaction
Decision: Poster
Title: Pushing the limits of fairness impossibility: Who's the fairest of them all?
Authors: Brian Hsu, Rahul Mazumder, Preetam Nandy, Kinjal Basu
Affiliations: LinkedIn Corporation, Sunnyvale, CA (Massachusetts Institute of Technology, Cambridge, MA); LinkedIn Corporation, Sunnyvale, CA
Conference: nips 2022 (main track)
Keywords: fairness in machine learning;fairness trade-off;impossibility theorem;non-convex optimization;mixed integer programming
Decision: Poster
Title: Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
Authors: Murad Tukan, Loay Mualem, Alaa Maalouf
Affiliations: Department of Computer Science, University of Haifa
Conference: nips 2022 (main track)
Keywords: Coresets;Convex Geometry;Neural Network Pruning
Decision: Poster
Title: Using natural language and program abstractions to instill human inductive biases in machines
Authors: Sreejan Kumar, Carlos G. Correa, Ishita Dasgupta, Raja Marjieh, Michael Y Hu, Robert Hawkins, Jonathan D Cohen, nathaniel daw, Karthik Narasimhan, Tom Griffiths
Affiliations: Princeton Neuroscience Institute; Department of Computer Science, Princeton University; DeepMind; Department of Psychology, Princeton University
Conference: nips 2022 (main track)
Keywords: meta-learning;program induction;natural language;reinforcement learning;human intelligence;cognitive science
Decision: Highlighted
Title: MAgNet: Mesh Agnostic Neural PDE Solver
Authors: Oussama Boussif, Yoshua Bengio, Loubna Benabbou, Dan Assouline
Affiliations: Mila - Québec AI Institute, DIRO, Université de Montréal; Université du Québec à Rimouski
Conference: nips 2022 (main track)
Keywords: physical simulations;implicit neural representations;graph neural networks;learned simulators
Decision: Poster
Title: VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
Authors: Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, Songhao Piao, Furu Wei
Affiliations: Harbin Institute of Technology; Microsoft Corporation
Conference: nips 2022 (main track)
Decision: Poster
Title: How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
Authors: Chengxu Zhuang, Ziyu Xiang, Yoon Bai, Xiaoxuan Jia, Nicholas Turk-Browne, Kenneth Norman, James J DiCarlo, Dan Yamins
Affiliations: Department of Psychology and Wu Tsai Institute, Yale University; School of Life Sciences, Tsinghua University; Department of Psychology, Stanford University; Department of Psychology and Princeton Neuroscience Institute, Princeton University; Department of Brain and Cognitive Sciences, MIT; Department of Psychology, Computer Science, and Wu Tsai Neurosciences Institute, Stanford University
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: human visual learning;human-like curriculum;real-time visual learning;life-long visual learning;unsupervised learning
Decision: Poster
Title: CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
Authors: Kevin Frans, Lisa Soros, Olaf Witkowski
Affiliations: Massachusetts Institute of Technology, Cambridge, MA, USA; Cross Labs, Cross Compass Ltd., Tokyo, Japan; Cross Labs, Cross Compass Ltd., Tokyo, Japan; Earth-Life Science Institute, Tokyo Institute of Technology, Japan; College of Arts and Sciences, University of Tokyo, Japan; Cross Labs, Cross Compass Ltd., Tokyo, Japan
Conference: nips 2022 (main track)
Keywords: image synthesis;clip;computer vision;language to text;creativity;art
Decision: Poster