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Self-Supervised Learning

100 papers

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Papers

Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NIPS 2024
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NIPS 2024
Enhancing Large Vision Language Models with Self-Training on Image Comprehension NIPS 2024
VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 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
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024
Bootstrapping Autonomous Driving Radars with Self-Supervised Learning CVPR 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024
Automatic Assessment of Speech Production Skills for Children with Cochlear Implants Using Wav2Vec2.0 Acoustic Embeddings INTERSPEECH 2024
The reasonable effectiveness of speaker embeddings for violence detection INTERSPEECH 2024
YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness NAACL 2024
Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024
RoboCook: Long-Horizon Elasto-Plastic Object Manipulation with Diverse Tools CORL 2023
SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 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
Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023
Learning Procedure-Aware Video Representation From Instructional Videos and Their Narrations CVPR 2023
Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023
EventNeRF: Neural Radiance Fields From a Single Colour Event Camera CVPR 2023
Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023