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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images CVPR 2025
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining CVPR 2025
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning CVPR 2025
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment CVPR 2025
S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
ProtCLIP: Function-Informed Protein Multi-Modal Learning AAAI 2025
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025
FLAVC: Learned Video Compression with Feature Level Attention CVPR 2025
Stereo4D: Learning How Things Move in 3D from Internet Stereo Videos CVPR 2025
HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration CVPR 2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025
Your ViT is Secretly an Image Segmentation Model CVPR 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos AACL 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025
Video Language Model Pretraining with Spatio-temporal Masking CVPR 2025
CAV-MAE Sync: Improving Contrastive Audio-Visual Mask Autoencoders via Fine-Grained Alignment CVPR 2025
CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025
MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learning AAAI 2025