Deep Learning

Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality EMNLP 2024 Preserving Spatial-Temporal Relationship with Adaptive Node Sampling in Hierarchical Dynamic Graph Transformers ACML 2024 PressureVision++: Estimating Fingertip Pressure From Diverse RGB Images WACV 2024 PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024 PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks ICLR 2024 Pre-trained Feature Fusion and Matching for Mild Cognitive Impairment Detection Interspeech 2024 Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation EMNLP 2024 Pre-trained Language Models Return Distinguishable Probability Distributions to Unfaithfully Hallucinated Texts EMNLP 2024 Pre-trained Large Language Models Use Fourier Features to Compute Addition NeurIPS 2024 Pre-Trained Multi-Goal Transformers with Prompt Optimization for Efficient Online Adaptation NeurIPS 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control NeurIPS 2024 Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NeurIPS 2024 Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024 Pre-Training and Fine-Tuning Generative Flow Networks ICLR 2024 Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs NeurIPS 2024 Pre-training Differentially Private Models with Limited Public Data NeurIPS 2024 Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units Interspeech 2024 Pre-training Feature Guided Diffusion Model for Speech Enhancement Interspeech 2024 Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning ICLR 2024 Pre-training LiDAR-based 3D Object Detectors through Colorization ICLR 2024 Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training Interspeech 2024 Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning ICLR 2024 Pre-training Vision Models with Mandelbulb Variations CVPR 2024