Self-Supervised Learning

Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge EMNLP 2025 Mitigating Language Mismatch in SSL-Based Speaker Anonymization Interspeech 2025 M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision ICCV 2025 ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025 On the Consistent Recovery of Joint Distributions from Conditionals AISTATS 2025 RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025 S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting CVPR 2025 Self-supervised Optimality-Guided Learning of Speech Articulation Interspeech 2025 Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025 SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025 Spoken Language Modeling with Duration-Penalized Self-Supervised Units Interspeech 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 The role of audio-visual integration in the time course of phonetic encoding in self-supervised speech models Interspeech 2025 Towards Classification of Typical and Atypical Disfluencies: A Self Supervised Representation Approach Interspeech 2025 WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing Interspeech 2025 Automatic Assessment of Speech Production Skills for Children with Cochlear Implants Using Wav2Vec2.0 Acoustic Embeddings Interspeech 2024 Bootstrapping Autonomous Driving Radars with Self-Supervised Learning CVPR 2024 Enhancing Large Vision Language Models with Self-Training on Image Comprehension NeurIPS 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Improving Language Model Reasoning with Self-motivated Learning COLING 2024 KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024 Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024