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Self-Supervised Learning

96 directly classified papers

Papers per year

Papers

Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024
SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras CVPR 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NIPS 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness NAACL 2024
Automatic Assessment of Speech Production Skills for Children with Cochlear Implants Using Wav2Vec2.0 Acoustic Embeddings INTERSPEECH 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024
Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023
Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge EMNLP 2023
SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition CVPR 2023
RoboCook: Long-Horizon Elasto-Plastic Object Manipulation with Diverse Tools CORL 2023
SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023
Learning Procedure-Aware Video Representation From Instructional Videos and Their Narrations CVPR 2023
Self-Supervised Learning From Images With a Joint-Embedding Predictive Architecture CVPR 2023
ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023
Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023
The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023