Pretraining

Non-Linear Inference Time Intervention: Improving LLM Truthfulness Interspeech 2024 Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers CVPR 2024 No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance NeurIPS 2024 ODM: A Text-Image Further Alignment Pre-training Approach for Scene Text Detection and Spotting CVPR 2024 Offline and Online Optical Flow Enhancement for Deep Video Compression AAAI 2024 OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024 OmniMotionGPT: Animal Motion Generation with Limited Data CVPR 2024 One Step Learning, One Step Review AAAI 2024 OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning CVPR 2024 On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models NeurIPS 2024 On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm ICML 2024 On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024 On the Generalization Ability of Unsupervised Pretraining AISTATS 2024 On the Scalability of GNNs for Molecular Graphs NeurIPS 2024 Optimizing Diffusion Noise Can Serve As Universal Motion Priors CVPR 2024 Order-Based Pre-training Strategies for Procedural Text Understanding NAACL 2024 OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport ICML 2024 Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification Interspeech 2024 Parameter-Efficient Multi-Task Model Fusion with Partial Linearization ICLR 2024 ParameterNet: Parameters Are All You Need for Large-scale Visual Pretraining of Mobile Networks CVPR 2024 Perceptual Group Tokenizer: Building Perception with Iterative Grouping ICLR 2024 PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator NeurIPS 2024 Personalized Residuals for Concept-Driven Text-to-Image Generation CVPR 2024 Personalize Segment Anything Model with One Shot ICLR 2024 Pharmacokinetics-Informed Neural Network for Predicting Opioid Administration Moments with Wearable Sensors AAAI 2024