Self-Supervised Learning

Task-oriented Time Series Imputation Evaluation via Generalized Representers NeurIPS 2024 Teaching Language Models to Self-Improve through Interactive Demonstrations NAACL 2024 Teaching Tiny Minds: Exploring Methods to Enhance Knowledge Distillation for Small Language Models CoNLL 2024 TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024 Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024 Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation CVPR 2024 Temporal Generalization Estimation in Evolving Graphs ICLR 2024 Test-Time Zero-Shot Temporal Action Localization CVPR 2024 Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction CVPR 2024 Text-Guided Image Clustering EACL 2024 Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation ACL 2024 Text-to-3D with Classifier Score Distillation ICLR 2024 The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline NAACL 2024 The Benefits of Balance: From Information Projections to Variance Reduction NeurIPS 2024 The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication ACL 2024 The Entropy Enigma: Success and Failure of Entropy Minimization ICML 2024 The Growing Strawberries Dataset: Tracking Multiple Objects With Biological Development Over an Extended Period WACV 2024 The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NeurIPS 2024 The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach Interspeech 2024 The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition ACL 2024 The Processing of Stress in End-to-End Automatic Speech Recognition Models Interspeech 2024 The reasonable effectiveness of speaker embeddings for violence detection Interspeech 2024 TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning ICML 2024 Time-Reversal Provides Unsupervised Feedback to LLMs NeurIPS 2024 Timer: Generative Pre-trained Transformers Are Large Time Series Models ICML 2024