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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

ESCP: Enhancing Emotion Recognition in Conversation with Speech and Contextual Prefixes COLING 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification COLING 2024
Using Sarcasm to Improve Cyberbullying Detection COLING 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations COLING 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024
Representation Noising: A Defence Mechanism Against Harmful Finetuning NIPS 2024
Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024
Speech Analysis of Language Varieties in Italy COLING 2024
Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024
Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets AISTATS 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less SEMEVAL 2024
HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
Evaluating Self-Supervised Speech Representations for Indigenous American Languages COLING 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024
Improved off-policy training of diffusion samplers NIPS 2024
Examining Temporalities on Stance Detection towards COVID-19 Vaccination COLING 2024
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context COLING 2024
Revisiting Pixel-Level Contrastive Pre-Training on Scene Images WACV 2024
ACES: Generating a Diversity of Challenging Programming Puzzles with Autotelic Generative Models NIPS 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024