Self-Supervised Learning

Impact of Task Adapting on Transformer Models for Targeted Sentiment Analysis in Croatian Headlines COLING 2024 Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NeurIPS 2024 Implicit Prompt Learning for Image Denoising IJCAI 2024 Improved Generalization of Weight Space Networks via Augmentations ICML 2024 Improved off-policy training of diffusion samplers NeurIPS 2024 Improved Self-Training for Test-Time Adaptation CVPR 2024 Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations EACL 2024 Improving Audio Classification with Low-Sampled Microphone Input: An Empirical Study Using Model Self-Distillation Interspeech 2024 Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024 Improving fine-grained understanding in image-text pre-training ICML 2024 Improving Generalization via Meta-Learning on Hard Samples CVPR 2024 Improving GNN Calibration with Discriminative Ability: Insights and Strategies AAAI 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation EMNLP 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 Improving Multilingual Text-to-Speech with Mixture-of-Language-Experts and Accent Disentanglement Interspeech 2024 Improving Noise Robustness in Self-supervised Pre-trained Model for Speaker Verification Interspeech 2024 Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge AAAI 2024 Improving Open-Set Semi-Supervised Learning With Self-Supervision WACV 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 Improving Self-supervised Pre-training using Accent-Specific Codebooks Interspeech 2024 Improving self-training under distribution shifts via anchored confidence with theoretical guarantees NeurIPS 2024 Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024 Improving Semantic Correspondence with Viewpoint-Guided Spherical Maps CVPR 2024 Improving Text Embeddings with Large Language Models ACL 2024