Self-Supervised Learning

Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024 Learning Group Activity Features Through Person Attribute Prediction CVPR 2024 Learning Infinitesimal Generators of Continuous Symmetries from Data NeurIPS 2024 Learning Invariant Inter-pixel Correlations for Superpixel Generation AAAI 2024 Learning Latent Partial Matchings with Gumbel-IPF Networks AISTATS 2024 Learning Natural Consistency Representation for Face Forgery Video Detection ECCV 2024 Learning Performance-oriented Control Barrier Functions Under Complex Safety Constraints and Limited Actuation CoRL 2024 Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis AAAI 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NeurIPS 2024 Learning predictable and robust neural representations by straightening image sequences NeurIPS 2024 Learning Saliency From Fixations WACV 2024 Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform CVPR 2024 Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos CVPR 2024 Learning Task Decomposition to Assist Humans in Competitive Programming ACL 2024 Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning ECCV 2024 Learning to Count without Annotations CVPR 2024 Learning to design protein-protein interactions with enhanced generalization ICLR 2024 Learning to Edit Visual Programs with Self-Supervision NeurIPS 2024 Learning to Embed Time Series Patches Independently ICLR 2024 Learning to Manipulate Artistic Images AAAI 2024 Learning to Model the World With Language ICML 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024 Learning to Pivot as a Smart Expert AAAI 2024 Learning to Predict Activity Progress by Self-Supervised Video Alignment CVPR 2024