Self-Supervised Learning

Robust ASR Error Correction with Conservative Data Filtering EMNLP 2024 Robust Laughter Segmentation with Automatic Diverse Data Synthesis Interspeech 2024 RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024 Robust Singing Voice Transcription Serves Synthesis ACL 2024 Rotation-Agnostic Image Representation Learning for Digital Pathology CVPR 2024 Rotation Has Two Sides: Evaluating Data Augmentation for Deep One-class Classification ICLR 2024 RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024 R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024 Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin ACL 2024 Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024 S3A: Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment AAAI 2024 S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning ICML 2024 SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models EMNLP 2024 SACNN: Self Attention-based Convolutional Neural Network for Fraudulent Behaviour Detection in Sports IJCAI 2024 SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events ACL 2024 Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training ECCV 2024 SALMONN: Towards Generic Hearing Abilities for Large Language Models ICLR 2024 SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation ICML 2024 SAM-Guided Masked Token Prediction for 3D Scene Understanding NeurIPS 2024 Sample-efficient Adversarial Imitation Learning JMLR 2024 Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs AISTATS 2024 SAOR: Single-View Articulated Object Reconstruction CVPR 2024 SA-WavLM: Speaker-Aware Self-Supervised Pre-training for Mixture Speech Interspeech 2024 SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024 Scalable Early Childhood Reading Performance Prediction NeurIPS 2024