Self-Supervised Learning

What if Othello-Playing Language Models Could See? EMNLP 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025 Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025 Why In-Context Learning Models are Good Few-Shot Learners? ICLR 2025 "Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence ICML 2025 Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025 Will the Prince Get True Love’s Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts NAACL 2025 Winning Big with Small Models: Knowledge Distillation vs. Self-Training for Reducing Hallucination in QA Agents ACL 2025 Wonderland_EDU@HKU at BEA 2025 Shared Task: Fine-tuning Large Language Models to Evaluate the Pedagogical Ability of AI-powered Tutors ACL 2025 Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025 X-Prompt: Generalizable Auto-Regressive Visual Learning with In-Context Prompting ICCV 2025 XR-MBT: Multi-Modal Full Body Tracking for XR through Self-Supervision with Learned Depth Point Cloud Registration WACV 2025 Yankari: Monolingual Yoruba Dataset ACL 2025 YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SemEval 2025 You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data ICCV 2025 You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ACL 2025 Your ViT is Secretly an Image Segmentation Model CVPR 2025 Z1: Efficient Test-time Scaling with Code EMNLP 2025 Zebra: In-Context Generative Pretraining for Solving Parametric PDEs ICML 2025 ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction EMNLP 2025 Zero-Shot Mono-to-Binaural Speech Synthesis Interspeech 2025 Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels COLING 2025 1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis Interspeech 2024 3SD: Self-Supervised Saliency Detection With No Labels WACV 2024 AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024