Self-Supervised Learning

Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025 Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025 Temporally Grounding Instructional Diagrams in Unconstrained Videos WACV 2025 Temporal Overlapping Prediction: A Self-supervised Pre-training Method for LiDAR Moving Object Segmentation ICCV 2025 TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025 TESTN: A Triad-Enhanced Spatio-Temporal Network for Multi-Temporal POI Relationship Inference IJCAI 2025 Test-Time Adaptation for Combating Missing Modalities in Egocentric Videos ICLR 2025 Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025 Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models WACV 2025 Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization AAAI 2025 Test-Time Training on Video Streams JMLR 2025 Test-Time Visual In-Context Tuning CVPR 2025 TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition ICCV 2025 The AraGenEval Shared Task on Arabic Authorship Style Transfer and AI Generated Text Detection EMNLP 2025 The Brain’s Bitter Lesson: Scaling Speech Decoding With Self-Supervised Learning ICML 2025 The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025 The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning AAAI 2025 The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025 The Power of LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions ICLR 2025 The Price of Format: Diversity Collapse in LLMs EMNLP 2025 The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents EMNLP 2025 Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection EMNLP 2025 Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025