Papers
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization
Sangwon Jung, Hongjoon Ahn, Sungmin Cha et al.
Natural Graph Networks
Pim de Haan, Taco S Cohen, Max Welling
Learning Disentangled Representations of Videos with Missing Data
Armand Comas, Chi Zhang, Zlatan Feric et al.
Diverse Image Captioning with Context-Object Split Latent Spaces
Shweta Mahajan, Stefan Roth
Learning to Approximate a Bregman Divergence
Ali Siahkamari, XIDE XIA, Venkatesh Saligrama et al.
Learning Global Transparent Models consistent with Local Contrastive Explanations
Tejaswini Pedapati, Avinash Balakrishnan, Karthikeyan Shanmugam et al.
Classification with Valid and Adaptive Coverage
Yaniv Romano, Matteo Sesia, Emmanuel Candes
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation
Guoliang Kang, Yunchao Wei, Yi Yang et al.
Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach
Alireza Fallah, Aryan Mokhtari, Asuman Ozdaglar
Robust Correction of Sampling Bias using Cumulative Distribution Functions
Bijan Mazaheri, Siddharth Jain, Jehoshua Bruck
Do Adversarially Robust ImageNet Models Transfer Better?
Hadi Salman, Andrew Ilyas, Logan Engstrom et al.
Restoring Negative Information in Few-Shot Object Detection
Yukuan Yang, Fangyun Wei, Miaojing Shi et al.
Unsupervised Representation Learning by Invariance Propagation
Feng Wang, Huaping Liu, Di Guo et al.
Cross-Scale Internal Graph Neural Network for Image Super-Resolution
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo et al.
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks
Wei-An Lin, Chun Pong Lau, Alexander Levine et al.
Minimax Regret of Switching-Constrained Online Convex Optimization: No Phase Transition
Lin Chen, Qian Yu, Hannah Lawrence et al.
Input-Aware Dynamic Backdoor Attack
Tuan Anh Nguyen, Anh Tran
Inferring learning rules from animal decision-making
Zoe Ashwood, Nicholas A. Roy, Ji Hyun Bak et al.
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement
Yongqing Liang, Xin Li, Navid Jafari et al.
Online MAP Inference of Determinantal Point Processes
Aditya Bhaskara, Amin Karbasi, Silvio Lattanzi et al.
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases
Senthil Purushwalkam, Abhinav Gupta
An operator view of policy gradient methods
Dibya Ghosh, Marlos C. Machado, Nicolas Le Roux
Modeling Noisy Annotations for Crowd Counting
Jia Wan, Antoni B. Chan
Community detection using fast low-cardinality semidefinite programming
Po-Wei Wang, J. Zico Kolter