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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

TLPIQ at BioLaySumm: Hide and Seq, a FLAN-T5 Model for Biomedical Summarization ACL 2025
Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference AAAI 2025
Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy RSS 2025
Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents IJCNLP 2025
Mowgli: Passively Learned Rate Control for Real-Time Video NSDI 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
Robot Data Curation with Mutual Information Estimators RSS 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning AACL 2025
Topology-Aware Gated Graph Neural Network for Social Bot Detection AACL 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos AACL 2025
Curating Demonstrations using Online Experience RSS 2025
HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration CVPR 2025
Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos CVPR 2025
STAR: Self-Automated Back-Querying for Production Data Generation AACL 2025
3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025
UCM-VeID V2: A Richer Dataset and A Pre-training Method for UAV Cross-Modality Vehicle Re-Identification CVPR 2025
What am I missing here?: Evaluating Large Language Models for Masked Sentence Prediction AACL 2025
CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Minority-Focused Text-to-Image Generation via Prompt Optimization CVPR 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025