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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Unsupervised Morphological Tree Tokenizer ACL 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data ICCV 2025
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025
Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025
Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction ACL 2025
3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale ACL 2025
Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model AAAI 2025
Coreference as an indicator of context scope in multimodal narrative ACL 2025
Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views ICCV 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025
QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025
3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025
SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation ACL 2025
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation AAAI 2025
Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025
A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025
Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025
MUCD: Unsupervised Point Cloud Change Detection via Masked Consistency AAAI 2025
ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025
Temporalizing Confidence: Evaluation of Chain-of-Thought Reasoning with Signal Temporal Logic ACL 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025