Self-Supervised Learning

Prompt Tuning for Few-shot Relation Extraction via Modeling Global and Local Graphs COLING 2024 ProS: Facial Omni-Representation Learning via Prototype-Based Self-Distillation WACV 2024 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention NeurIPS 2024 Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NeurIPS 2024 Protein-ligand binding representation learning from fine-grained interactions ICLR 2024 Prototypical Reward Network for Data-Efficient RLHF ACL 2024 Provable Compositional Generalization for Object-Centric Learning ICLR 2024 Provable Interactive Learning with Hindsight Instruction Feedback ICML 2024 Proving Olympiad Algebraic Inequalities without Human Demonstrations NeurIPS 2024 PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking ACL 2024 PRVAE-VC2: Non-Parallel Voice Conversion by Distillation of Speech Representations Interspeech 2024 Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising NeurIPS 2024 Quantifying Representation Reliability in Self-Supervised Learning Models UAI 2024 QueST: Self-Supervised Skill Abstractions for Learning Continuous Control NeurIPS 2024 Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024 Raidar: geneRative AI Detection viA Rewriting ICLR 2024 RAIN: Your Language Models Can Align Themselves without Finetuning ICLR 2024 Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024 Rationale-Aware Answer Verification by Pairwise Self-Evaluation EMNLP 2024 Rationale-based Learning Using Self-Supervised Narrative Events for Text Summarisation of Interactive Digital Narratives COLING 2024 Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations COLING 2024 REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation WACV 2024 RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection CVPR 2024 Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning ICLR 2024