hunoutl/paperlists huggingface dataset:
Title: Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity
Authors: Dmitry Kovalev, Aleksandr Beznosikov, Ekaterina Borodich, Alexander Gasnikov, Gesualdo Scutari
Affiliations: MIPT†, HSE University and Yandex, Russia; MIPT, HSE University and IITP RAS‡, Russia; MIPT and HSE University, Russia; KAUST⇤, Saudi Arabia; Purdue University, USA
Conference: nips 2022 (main track)
Keywords: convex optimization;composite optimization;data similarity;optimal algorithms;sliding
Decision: Poster
Title: Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization
Authors: Chao Ren, Yizhong Pan, Jie Huang
Affiliations: College of Electronics and Information Engineering, Sichuan University, Chengdu, China
Conference: nips 2022 (main track)
Keywords: Guidance Constraint;Latent Space;Self-Correction;Blind Model;Real Image Denoising;Alternative Optimization
Decision: Poster
Title: SnAKe: Bayesian Optimization with Pathwise Exploration
Authors: Jose Pablo Folch, Shiqiang Zhang, Robert Lee, Behrang Shafei, David Walz, Calvin Tsay, Mark van der Wilk, Ruth Misener
Affiliations: Imperial College London, London, UK; BASF SE, Ludwigshen, Germany; BASF SE, Ludwigshafen, Germany
Conference: nips 2022 (main track)
Keywords: Bayesian Optimization;Path-based;Travelling Salesman;Chemistry Applications;Cost-aware
Decision: Poster
Title: Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation
Authors: Chenze Shao, Yang Feng
Affiliations: Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences
Conference: nips 2022 (main track)
Keywords: Non-Monotonic;Latent Alignments;CTC;Non-Autoregressive;machine translation
Decision: Poster
Title: Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Authors: Ruikun Zhou, Thanin Quartz, Hans De Sterck, Jun Liu
Affiliations: Department of Applied Mathematics, University of Waterloo
Conference: nips 2022 (main track)
Keywords: neural networks;nonlinear dynamics;Lyapunov function;nonlinear control;stability guarantees
Decision: Poster
Title: Reinforced Genetic Algorithm for Structure-based Drug Design
Authors: Tianfan Fu, Wenhao Gao, Connor Coley, Jimeng Sun
Affiliations: Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign; Department of Computer Science, University of Illinois at Urbana-Champaign; Department of Chemical Engineering, Massachusetts Institute of Technology; Department of Computational Science and Engineering, Georgia Institute of Technology; Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology
Conference: nips 2022 (main track)
Keywords: molecule generation;molecule optimization;drug design
Decision: Poster
Title: Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
Authors: Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby
Affiliations: Google Brain
Conference: nips 2022 (main track)
Keywords: machine learning;computer vision;natural language processing;multimodal;mixture of experts;conditional computation;sparse computation;contrastive learning;zeroshot classification
Decision: Poster
Title: ZARTS: On Zero-order Optimization for Neural Architecture Search
Authors: Xiaoxing Wang, Wenxuan Guo, Jianlin Su, Xiaokang Yang, Junchi Yan
Affiliations: Shenzhen Zhuiyi Technology Co., Ltd.; Department of Computer Science and Engineering, Shanghai Jiao Tong University
Conference: nips 2022 (main track)
Decision: Poster
Title: Instance-optimal PAC Algorithms for Contextual Bandits
Authors: Zhaoqi Li, Lillian Ratliff, houssam nassif, Kevin Jamieson, Lalit Jain
Affiliations: Department of Electrical and Computer Engineering, University of Washington; Foster School of Business, University of Washington; Department of Statistics, University of Washington; Allen School of Computer Science & Engineering, University of Washington; Amazon
Conference: nips 2022 (main track)
Keywords: contextual bandits;active learning;reinforcement learning
Decision: Poster
Title: Private Graph All-Pairwise-Shortest-Path Distance Release with Improved Error Rate
Authors: Chenglin Fan, Ping Li, Xiaoyun Li
Affiliations: Cognitive Computing Lab, Baidu Research, 10900 NE 8th St. Bellevue, WA 98004, USA
Conference: nips 2022 (main track)
Keywords: All-Pairwise-Shortest-Path;Distance Release;Differential Privacy
Decision: Poster
Title: Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
Authors: Yifei Min, Tianhao Wang, Ruitu Xu, Zhaoran Wang, Michael Jordan, Zhuoran Yang
Affiliations: Department of Statistics and Data Science, Yale University, New Haven, CT 06511; Department of Electrical Engineering and Computer Science, University of California, Berkeley, CA 94720; Departments of Industrial Engineering and Management Sciences, Northwestern University, Evanston, IL 60208
Conference: nips 2022 (main track)
Keywords: matching;optimal matching;sequential matching;dynamic matching
Decision: Highlighted
Title: Mining Multi-Label Samples from Single Positive Labels
Authors: Youngin Cho, Daejin Kim, MOHAMMAD AZAM KHAN, Jaegul Choo
Affiliations: KAIST AI; KAIST AI2NA VER WEBTOON AI
Conference: nips 2022 (main track)
Keywords: GANs;Markov chain Monte Carlo method;sampling;conditional generation;single positive label;multi-label
Decision: Poster
Title: WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Authors: Shunyu Yao, Howard Chen, John Yang, Karthik Narasimhan
Affiliations: Department of Computer Science, Princeton University
Conference: nips 2022 (main track)
Keywords: language grounding;reinforcement learning;imitation learning;natural language processing;sim-to-real transfer;web tasks
Decision: Poster
Title: ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
Authors: Nilesh Gupta, Patrick Chen, Hsiang-Fu Yu, Cho-Jui Hsieh, Inderjit Dhillon
Affiliations: Amazon; UT Austin; UT Austin & Google; UCLA
Conference: nips 2022 (main track)
Keywords: extreme multi-label classification;large output spaces;learnable search index
Decision: Poster
Title: Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
Authors: Jörg Franke, Frederic Runge, Frank Hutter
Affiliations: Department of Computer Science, University of Freiburg, Germany; Bosch Center for Artiﬁcial Intelligence, Renningen, Germany; Department of Computer Science, University of Freiburg, Germany
Conference: nips 2022 (main track)
Keywords: Transformer;RNA folding;Molecular Design;Probabilistic Sequence Modelling;CVAE;Variational Inference;Hierarchical Distribution;ELBO;GECO
Decision: Poster
Title: Continuously Tempered PDMP samplers
Authors: Matthew Sutton, Robert Salomone, Augustin Chevallier, Paul Fearnhead
Affiliations: Department of Mathematics and Statistics, Lancaster University; Centre for Data Science, Queensland University of Technology
Conference: nips 2022 (main track)
Keywords: PDMP;Zig-Zag;tempering;MCMC;Monte Carlo;Markov Chain;Probabilistic Inference
Decision: Poster
Title: Unsupervised Image-to-Image Translation with Density Changing Regularization
Authors: Shaoan Xie, Qirong Ho, Kun Zhang
Affiliations: Carnegie Mellon University; Carnegie Mellon University and Mohamed bin Zayed University of Artificial Intelligence; Mohamed bin Zayed University of Artificial Intelligence
Conference: nips 2022 (main track)
Keywords: image-to-image translation;density estimation;flow
Decision: Poster
Title: Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)
Authors: Ali Seyfi, Jean-Francois Rajotte, Raymond Ng
Affiliations: Department of Computer Science, University of British Columbia, Vancouver, BC; Data Science Institute, University of British Columbia, Vancouver, BC
Conference: nips 2022 (main track)
Keywords: Synthetic Data;Multivariate Time Series;Generative Adversarial Networks;Generative Modelling;Data Augmentation
Decision: Poster
Title: Unified Optimal Transport Framework for Universal Domain Adaptation
Authors: Wanxing Chang, Ye Shi, Hoang Tuan, Jingya Wang
Affiliations: ShanghaiTech University, Shanghai Engineering Research Center of Intelligent Vision and Imaging; University of Technology Sydney; ShanghaiTech University
Conference: nips 2022 (main track)
Keywords: Universal Domain Adaptation;Optimal Transport
Decision: Poster
Title: Forecasting Human Trajectory from Scene History
Authors: Mancheng Meng, Ziyan Wu, Terrence Chen, Xiran Cai, Xiang Zhou, Fan Yang, Dinggang Shen
Affiliations: United Imaging Intelligence; ShanghaiTech University
Conference: nips 2022 (main track)
Keywords: Human trajectory prediction;Scene history;Group trajectory;Cross-modal interaction
Decision: Poster
Title: Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers
Authors: Luke Marris, Ian Gemp, Thomas Anthony, Andrea Tacchetti, Siqi Liu, Karl Tuyls
Affiliations: DeepMind, UCL; DeepMind
Conference: nips 2022 (main track)
Keywords: Game Theory;Nash Equilibrium;Correlated Equilibrium;Coarse Correlated Equilibrium
Decision: Poster
Title: Beyond Mahalanobis Distance for Textual OOD Detection
Authors: Pierre Colombo, Eduardo Dadalto, Guillaume Staerman, Nathan Noiry, Pablo Piantanida
Affiliations: Inria, CEA, Universite Paris-Saclay; International Laboratory on Learning Systems, McGill - ETS - MILA - CNRS - CentraleSupélec, Université Paris-Saclay; Mathématiques et Informatique pour la Complexité et les Systèmes, CentraleSupelec, Université Paris Saclay; Laboratoire des signaux et systemes, CentraleSupelec, CNRS, Université Paris-Saclay; althiqua.io
Conference: nips 2022 (main track)
Keywords: NLP;Out-of-Distribution detection;text classifiers
Decision: Poster
Title: Learning Physics Constrained Dynamics Using Autoencoders
Authors: Tsung-Yen Yang, Justinian Rosca, Karthik Narasimhan, Peter J Ramadge
Affiliations: Siemens Corporation, Corporate Technology; Princeton University
Conference: nips 2022 (main track)
Keywords: Autoencoder with Latent Physics;Deep Learning and its Application
Decision: Poster
Title: Free Probability for predicting the performance of feed-forward fully connected neural networks
Authors: Reda CHHAIBI, Tariq Daouda, Ezechiel Kahn
Affiliations: Institut de Mathématiques de Toulouse, Université Paul Sabatier, Toulouse, France.; Institute of Biological Sciences, Mohammed VI Polytechnic University, Benguerir, Morocco.; CERMICS, Ecole des Ponts, INRIA, Marne-la-Vallée, France.
Conference: nips 2022 (main track)
Keywords: Infinite width regime;Lyapounov exponents;Singular spectrum of Jacobians of neural networks;Stability;Free Probability Theory;Numerical Methods;Newton-Raphson method
Decision: Poster
Title: Subgame Solving in Adversarial Team Games
Authors: Brian Zhang, Luca Carminati, Federico Cacciamani, Gabriele Farina, Pierriccardo Olivieri, Nicola Gatti, Tuomas Sandholm
Affiliations: DEIB, Politecnico di Milano; Computer Science Department, CMU, Strategic Machine, Inc., Strategy Robot, Inc., Optimized Markets, Inc.; Computer Science Department, Carnegie Mellon University
Conference: nips 2022 (main track)
Decision: Poster
Title: Learning General World Models in a Handful of Reward-Free Deployments
Authors: Yingchen Xu, Jack Parker-Holder, Aldo Pacchiano, Philip Ball, Oleh Rybkin, S Roberts, Tim Rocktäschel, Edward Grefenstette
Affiliations: UCL, Cohere; University of Oxford; UCL; UCL, FAIR; UPenn; Microsoft Research
Conference: nips 2022 (main track)
Keywords: Reward-Free Reinforcement Learning;Deployment Efficiency;World Models;Exploration;Model-based Reinforcement Learning
Decision: Poster
Title: Maximizing Revenue under Market Shrinkage and Market Uncertainty
Authors: Maria-Florina Balcan, Siddharth Prasad, Tuomas Sandholm
Affiliations: Computer Science Department, Carnegie Mellon University, Optimized Markets, Inc., Strategic Machine, Inc., Strategy Robot, Inc.; School of Computer Science, Carnegie Mellon University; Computer Science Department, Carnegie Mellon University
Conference: nips 2022 (main track)
Keywords: Shrinking markets;automated mechanism design;market uncertainty;combinatorial auctions;revenue maximization;gross substitutes
Decision: Poster
Title: Generalization Bounds for Estimating Causal Effects of Continuous Treatments
Authors: Xin Wang, Shengfei Lyu, Xingyu Wu, Tianhao Wu, Huanhuan Chen
Affiliations: University of Science and Technology of China
Conference: nips 2022 (main track)
Keywords: dose-response;causal inference;selection bias;causal effect;continuous treatment
Decision: Poster
Title: Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
Authors: Eduard Gorbunov, Marina Danilova, David Dobre, Pavel Dvurechenskii, Alexander Gasnikov, Gauthier Gidel
Affiliations: WIAS, Germany; Mila & UdeM, Canada; Canada CIFAR AI Chair; MIPT, Russia; Mila & UdeM, Canada; MBZUAI, UAEM; MIPT, Russia; HSE University, Russia; IITP RAS, Russia; Mila & UdeM, Canada; MIPT, Russia
Conference: nips 2022 (main track)
Keywords: heavy-tailed noise;variational inequalities;extragradient method;gradient descent-ascent;high-probability bounds;clipping
Decision: Poster
Title: Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
Authors: Victor Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou
Affiliations: Stanford University; Columbia University
Conference: nips 2022 (main track)
Keywords: Multi-modal Representation Learning;Contrastive Representation Learning;Cone Effect;Modality Gap;Geometry of Deep Multi-Model Learning
Decision: Poster
Title: Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
Authors: Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210023, China.
Conference: nips 2022 (main track)
Keywords: background knowledge;partial ancestral graph
Decision: Poster
Title: In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
Authors: Henry Kvinge, Tegan Emerson, Grayson Jorgenson, Scott Vasquez, Tim Doster, Jesse Lew
Affiliations: National Geospatial-Intelligence Agency; Paciﬁc Northwest National Laboratory; Paciﬁc Northwest National Laboratory; Department of Mathematics, Colorado State University; Department of Mathematical Sciences at the University of Texas, El Paso; Paciﬁc Northwest National Laboratory; Department of Mathematics, University of Washington
Conference: nips 2022 (main track)
Keywords: Invariance and equivariance;augmentation training;out-of-distribution generalization
Decision: Poster
Title: AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
Authors: Daniele Zambon, Cesare Alippi
Affiliations: The Swiss AI Lab IDSIA, Università della Svizzera italiana, Politecnico di Milano, Lugano, Switzerland; The Swiss AI Lab IDSIA, Università della Svizzera italiana, Lugano, Switzerland
Conference: nips 2022 (main track)
Keywords: Whiteness test;spatiotemporal time series;residual analysis;uncorrelated signals;graph neural networks;white noise
Decision: Poster
Title: CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets
Authors: Md Mofijul Islam, Reza Mirzaiee, Alexi Gladstone, Haley Green, Tariq Iqbal
Affiliations: School of Engineering and Applied Science, University of Virginia, Charlottesville, USA
Conference: nips 2022 (Datasets & Benchmarks track)
Keywords: Embodied Simulator;Referring Expression;Multimodal Spatial Relation Grounding
Decision: Poster
Title: Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution
Authors: Quanliang Wu, Huajun Liu
Affiliations: School of Computer Science, Wuhan University, Wuhan, China
Conference: nips 2022 (main track)
Keywords: Unsupervised Domain Adaptation;Semantic Segmentation;depth density;multi-task learning;pseudo-labels refinement
Decision: Poster
Title: Towards Optimal Communication Complexity in Distributed Non-Convex Optimization
Authors: Kumar Kshitij Patel, Lingxiao Wang, Blake Woodworth, Brian Bullins, Nati Srebro
Affiliations: Purdue University; SIERRA, INRIA; TTIC
Conference: nips 2022 (main track)
Keywords: Distributed Optimization;Intermittent Communication Setting;Federated Learning;Non-convex Optimization;Lower Bounds;Stochastic Optimization
Decision: Poster
Title: Target alignment in truncated kernel ridge regression
Authors: Arash Amini, Richard Baumgartner, Dai Feng
Affiliations: University of California, Los Angeles; Data and Statistical Sciences, AbbVie Inc.; Merck & Co., Inc., Rahway, New Jersey, USA
Conference: nips 2022 (main track)
Keywords: kernel methods;target alignment;minimax rates;double descent
Decision: Poster
Title: EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
Authors: Runlin Lei, Zhen Wang, Yaliang Li, Bolin Ding, Zhewei Wei
Affiliations: Alibaba Group; Renmin University of China
Conference: nips 2022 (main track)
Keywords: Graph Neural Networks;Homophily;Robustness
Decision: Poster
Title: Interventions, Where and How? Experimental Design for Causal Models at Scale
Authors: Panagiotis Tigas, Yashas Annadani, Andrew Jesson, Bernhard Schölkopf, Yarin Gal, Stefan Bauer
Affiliations: KTH Royal Institute of Technology, Stockholm; Max Planck Institute for Intelligent Systems; OATML, University of Oxford; CIFAR Azrieli Global Scholar
Conference: nips 2022 (main track)
Keywords: Causal Discovery;Active Learning;Bayesian Deep Learning
Decision: Poster
Title: Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
Authors: Lei Song, Ke Xue, Xiaobin Huang, Chao Qian
Affiliations: State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China
Conference: nips 2022 (main track)
Keywords: Black-box Optimization;High-dimensional Optimization;Bayesian Optimization;Variable Selection;Monte Carlo Tree Search
Decision: Poster
Title: Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales
Authors: Tao Liu, P. R. Kumar, Ruida Zhou, Xi Liu
Affiliations: Applied Machine Learning, Facebook AI, Menlo Park, CA, USA; Texas A&M University, College Station, TX, USA
Conference: nips 2022 (main track)
Keywords: Support-Vector Machines;Kernel Methods;Learning from Few Samples
Decision: Poster
Title: Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
Authors: Yanchen Deng, Shufeng Kong, Caihua Liu, Bo An
Affiliations: School of Artificial Intelligence, Guilin University of Electronic Technology; School of Computer Science and Engineering, Nanyang Technological University; School of Software Engineering, Sun Yat-sen University
Conference: nips 2022 (main track)
Keywords: Constraint Optimization Problems;Belief Propagation;Damping;Attention Mechanism
Decision: Poster
Title: Understanding Robust Learning through the Lens of Representation Similarities
Authors: Christian Cianfarani, Arjun Nitin Bhagoji, Vikash Sehwag, Ben Zhao, Heather Zheng, Prateek Mittal
Affiliations: Department of Computer Science, University of Chicago; Department of ECE, Princeton University
Conference: nips 2022 (main track)
Keywords: representation similarities;robust training;visualizations
Decision: Poster
Title: On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
Authors: Shiji Zhou, Wenpeng Zhang, Jiyan Jiang, Wenliang Zhong, Jinjie GU, Wenwu Zhu
Affiliations: Ant Group; Tsinghua University
Conference: nips 2022 (main track)
Keywords: stochastic optimization;multi-objective learning
Decision: Poster
Title: Interaction Modeling with Multiplex Attention
Authors: Fan-Yun Sun, Isaac Kauvar, Ruohan Zhang, Jiachen Li, Mykel J Kochenderfer, Jiajun Wu, Nick Haber
Affiliations: Stanford University
Conference: nips 2022 (main track)
Keywords: interaction modeling;social;relational graph;multi-agent;graph neural network;attention
Decision: Poster
Title: Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Authors: Hualin Zhang, Huan Xiong, Bin Gu
Affiliations: Nanjing University of Information Science & Technology; Harbin Institute of Technology; Mohamed bin Zayed University of Artificial Intelligence
Conference: nips 2022 (main track)
Keywords: Non-Convex;Optimization;Zeroth-Order;Saddle Point
Decision: Poster
Title: Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
Authors: Shayegan Omidshafiei, Andrei Kapishnikov, Yannick Assogba, Lucas Dixon, Been Kim
Affiliations: Google Research
Conference: nips 2022 (main track)
Keywords: multiagent systems;interpretability;multiagent reinforcement learning;reinforcement learning;behavioral analysis
Decision: Poster
Title: Near-Optimal No-Regret Learning Dynamics for General Convex Games
Authors: Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm
Affiliations: Carnegie Mellon University, Strategy Robot, Inc., Optimized Markets, Inc., Strategic Machine, Inc., Pittsburgh, PA 15213; Carnegie Mellon University, Pittsburgh, PA 15213; Columbia University, New York, NY 10027; University of Southern California, Los Angeles, CA 90007
Conference: nips 2022 (main track)
Keywords: No-regret learning;optimism;extensive-form games;convex games
Decision: Poster
Title: Online Training Through Time for Spiking Neural Networks
Authors: Mingqing Xiao, Qingyan Meng, Zongpeng Zhang, Di He, Zhouchen Lin
Affiliations: The Chinese University of Hong Kong, Shenzhen; Center for Data Science, Academy for Advanced Interdisciplinary Studies, Peking University; Key Lab. of Machine Perception (MoE), School of Intelligence Science and Technology, Peking University
Conference: nips 2022 (main track)
Keywords: spiking neural networks;online training through time;neuromorphic computing
Decision: Poster
Title: Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization
Authors: Yuri Kinoshita, Taiji Suzuki
Affiliations: Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan; Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo, Tokyo, Japan; Center for Advanced Intelligence Project, RIKEN, Tokyo, Japan
Conference: nips 2022 (main track)
Keywords: stochastic gradient Langevin dynamics;variance reduction;log-Sobolev;SGLD;SVRG-LD;SARAH
Decision: Poster
Title: HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies
Authors: Li Wang, jie Yang, Weikai Chen, Xiaoxu Meng, Bo Yang, Jintao Li, Lin Gao
Affiliations: Tencent Games Digital Content Technology Center; Beijing Key Laboratory of Mobile Computing and Pervasive Device, Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences
Conference: nips 2022 (main track)
Keywords: implicit field;hybrid representation;arbitrary topology;mesh extraction
Decision: Poster
Title: Global Optimal K-Medoids Clustering of One Million Samples
Authors: Jiayang Ren, Kaixun Hua, Yankai Cao
Affiliations: University of British Columbia
Conference: nips 2022 (main track)
Keywords: Large-Scale;Global Optimization;K-Medoids;Clustering;Lagrangian Relaxation;Branch and Bound;Bound Tightening
Decision: Poster
Title: A2: Efficient Automated Attacker for Boosting Adversarial Training
Authors: Zhuoer Xu, Guanghui Zhu, Changhua Meng, shiwen cui, Zhenzhe Ying, Weiqiang Wang, Ming GU, Yihua Huang
Affiliations: State Key Laboratory for Novel Software Technology, Nanjing University; Tiansuan Lab, Ant Group
Conference: nips 2022 (main track)
Keywords: Adversarial Training;Automated Machine Learning
Decision: Poster