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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Iterative Multi-Granular Image Editing Using Diffusion Models WACV 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
Unsupervised Blind Image Deblurring Based on Self-Enhancement CVPR 2024
Self-Supervised Representation Learning with Meta Comprehensive Regularization AAAI 2024
Seeing Dark Videos via Self-Learned Bottleneck Neural Representation AAAI 2024
AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
LMD: Faster Image Reconstruction with Latent Masking Diffusion AAAI 2024
M-BEV: Masked BEV Perception for Robust Autonomous Driving AAAI 2024
Ungeneralizable Examples CVPR 2024
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024
DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning AAAI 2024
PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention NIPS 2024
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization NIPS 2024
Self-Supervised Bird’s Eye View Motion Prediction with Cross-Modality Signals AAAI 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NIPS 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NIPS 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
A Theoretical Understanding of Self-Correction through In-context Alignment NIPS 2024
Learning Versatile Skills with Curriculum Masking NIPS 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024