pretraining

Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning ICML 2024 Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024 MOMENT: A Family of Open Time-series Foundation Models ICML 2024 Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning ICML 2024 On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm ICML 2024 Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss ICML 2024 Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays MIDL 2024 Progressive Multi-Modal Fusion for Robust 3D Object Detection CoRL 2024 Provable Contrastive Continual Learning ICML 2024 Salience-Based Adaptive Masking: Revisiting Token Dynamics for Enhanced Pre-training ECCV 2024 Scalable Pre-training of Large Autoregressive Image Models ICML 2024 Shelf-Supervised Cross-Modal Pre-Training for 3D Object Detection CoRL 2024 Snuffy: Efficient Whole Slide Image Classifier ECCV 2024 Sparsh: Self-supervised touch representations for vision-based tactile sensing CoRL 2024 Spatio-Temporal Encoding of Brain Dynamics with Surface Masked Autoencoders MIDL 2024 TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling ICML 2024 TVE: Learning Meta-attribution for Transferable Vision Explainer ICML 2024 UltraMAE: Multi-modal Masked Autoencoder for Ultrasound Pre-training MIDL 2024 Unified Medical Image Pre-training in Language-Guided Common Semantic Space ECCV 2024 Unified Training of Universal Time Series Forecasting Transformers ICML 2024 VideoPrism: A Foundational Visual Encoder for Video Understanding ICML 2024 BERTastic at SemEval-2023 Task 3: Fine-Tuning Pretrained Multilingual Transformers Does Order Matter? SemEval 2023 Building Goal-oriented Document-grounded Dialogue Systems ACL 2021 A Better Way to Pretrain Deep Boltzmann Machines NeurIPS 2012