Self-Supervised Learning

How Do Large Language Models Acquire Factual Knowledge During Pretraining? NeurIPS 2024 How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024 How Good is a Single Basin? AISTATS 2024 How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NeurIPS 2024 How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? ICLR 2024 How Should We Extract Discrete Audio Tokens from Self-Supervised Models? Interspeech 2024 How to Configure Good In-Context Sequence for Visual Question Answering CVPR 2024 How to Train Neural Field Representations: A Comprehensive Study and Benchmark CVPR 2024 HRP: Human affordances for Robotic Pre-training RSS 2024 Human-like Linguistic Biases in Neural Speech Models: Phonetic Categorization and Phonotactic Constraints in Wav2Vec2.0 Interspeech 2024 Humanoid Locomotion as Next Token Prediction NeurIPS 2024 HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation ACL 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR 2024 Hyperbolic Anomaly Detection CVPR 2024 Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024 Hypergraph-enhanced Dual Semi-supervised Graph Classification ICML 2024 Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024 iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative Examples NAACL 2024 ICAR: Image-Based Complementary Auto Reasoning AAAI 2024 ICF-SRSR: Invertible Scale-Conditional Function for Self-Supervised Real-World Single Image Super-Resolution WACV 2024 Identify Then Recommend: Towards Unsupervised Group Recommendation NeurIPS 2024 Ignore Me But Don’t Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain NAACL 2024 Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024 Imagine Before Go: Self-Supervised Generative Map for Object Goal Navigation CVPR 2024 Imitating Language via Scalable Inverse Reinforcement Learning NeurIPS 2024