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Self-Supervised Learning

100 papers

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Papers

A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026
Object-Centric Latent Action Learning AAAI 2026
Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following ACL 2026
Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ACL 2026
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ACL 2026
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026
EMPLACE: Self-Supervised Urban Scene Change Detection AAAI 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025
Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025
ONDA-Pose: Occlusion-Aware Neural Domain Adaptation for Self-Supervised 6D Object Pose Estimation CVPR 2025
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding CVPR 2025
SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting CVPR 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes CVPR 2025
SpatialDreamer: Self-supervised Stereo Video Synthesis from Monocular Input CVPR 2025
GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025
CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency EMNLP 2025
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge EMNLP 2025
Machine-generated text detection prevents language model collapse EMNLP 2025
Ensemble Foreground Management for Unsupervised Object Discovery ICCV 2025
M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision ICCV 2025
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation WACV 2025
SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025