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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NIPS 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
ANIMAL-CLEAN – A Deep Denoising Toolkit for Animal-Independent Signal Enhancement INTERSPEECH 2024
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation INTERSPEECH 2024
CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting INTERSPEECH 2024
Scaling up masked audio encoder learning for general audio classification INTERSPEECH 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
Neural Clustering based Visual Representation Learning CVPR 2024
EEND-M2F: Masked-attention mask transformers for speaker diarization INTERSPEECH 2024
Learning Vision from Models Rivals Learning Vision from Data CVPR 2024
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World CVPR 2024
Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NIPS 2024
Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024
SHAP-EDITOR: Instruction-Guided Latent 3D Editing in Seconds CVPR 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024
Learning to Count without Annotations CVPR 2024
SD-DiT: Unleashing the Power of Self-supervised Discrimination in Diffusion Transformer CVPR 2024
DiffForensics: Leveraging Diffusion Prior to Image Forgery Detection and Localization CVPR 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking CVPR 2024
Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces CVPR 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction CVPR 2024
Cross-view and Cross-pose Completion for 3D Human Understanding CVPR 2024