← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

M33D: Learning 3D Priors Using Multi-Modal Masked Autoencoders for 2D Image and Video Understanding WACV 2024
A Theoretical Understanding of Self-Correction through In-context Alignment NIPS 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NIPS 2024
Intrinsic Self-Supervision for Data Quality Audits NIPS 2024
DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Discriminator Guidance for Autoregressive Diffusion Models AISTATS 2024
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models AISTATS 2024
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NIPS 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
The reasonable effectiveness of speaker embeddings for violence detection INTERSPEECH 2024
Poseidon: Efficient Foundation Models for PDEs NIPS 2024
Zero-shot Image Editing with Reference Imitation NIPS 2024
NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning AAAI 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024
Learning Versatile Skills with Curriculum Masking NIPS 2024
Looking within the self: Investigating the Impact of Data Augmentation with Self-training on Automatic Speech Recognition for Hupa EACL 2024
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NIPS 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024
Discourse Relation Prediction and Discourse Parsing in Dialogues with Minimal Supervision EACL 2024
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference NIPS 2024
Abrupt Learning in Transformers: A Case Study on Matrix Completion NIPS 2024
Self-Guided Masked Autoencoder NIPS 2024
Towards efficient self-supervised representation learning in speech processing EACL 2024
Localizing Memorization in SSL Vision Encoders NIPS 2024