Pretraining

Compact Speech Translation Models via Discrete Speech Units Pretraining ACL 2024 Compositional 3D-aware Video Generation with LLM Director NeurIPS 2024 ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty NeurIPS 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024 Conformalized Time Series with Semantic Features NeurIPS 2024 Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations ICML 2024 Consistency-guided Prompt Learning for Vision-Language Models ICLR 2024 Consistent Prompting for Rehearsal-Free Continual Learning CVPR 2024 Contextual Affinity Distillation for Image Anomaly Detection WACV 2024 Contrastive ground-level image and remote sensing pre-training improves representation learning for natural world imagery ECCV 2024 Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024 Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024 Controlling Vision-Language Models for Multi-Task Image Restoration ICLR 2024 Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model ICLR 2024 COSA: Concatenated Sample Pretrained Vision-Language Foundation Model ICLR 2024 CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training CVPR 2024 Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction Interspeech 2024 Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance NeurIPS 2024 Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NeurIPS 2024 Customizing 360-Degree Panoramas Through Text-to-Image Diffusion Models WACV 2024 Cutting the Black Box: Conceptual Interpretation of a Deep Neural Net with Multi-Modal Embeddings and Multi-Criteria Decision Aid IJCAI 2024 DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning ACL 2024 Data curation via joint example selection further accelerates multimodal learning NeurIPS 2024 Data, Data Everywhere: A Guide for Pretraining Dataset Construction EMNLP 2024 Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024