Deep Learning

Few-Shot Adversarial Prompt Learning on Vision-Language Models NeurIPS 2024 Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation ECCV 2024 Few-shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt ECCV 2024 Few-Shot Diffusion Models Escape the Curse of Dimensionality NeurIPS 2024 Few-Shot Event Argument Extraction Based on a Meta-Learning Approach NAACL 2024 Few-Shot Generative Model for Skeleton-Based Human Action Synthesis Using Cross-Domain Adversarial Learning WACV 2024 Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion ECCV 2024 Few-shot Learner Parameterization by Diffusion Time-steps CVPR 2024 Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI AAAI 2024 Few-Shot Learning via Repurposing Ensemble of Black-Box Models AAAI 2024 Few-Shot Neural Radiance Fields under Unconstrained Illumination AAAI 2024 Few-Shot Object Detection with Foundation Models CVPR 2024 Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model EMNLP 2024 Few-shot Question Generation for Reading Comprehension ACL 2024 Few-Shot Relation Extraction with Hybrid Visual Evidence COLING 2024 Few-Shot Semantic Dependency Parsing via Graph Contrastive Learning COLING 2024 Few-Shot Shape Recognition by Learning Deep Shape-Aware Features WACV 2024 Few-Shot Task Learning through Inverse Generative Modeling NeurIPS 2024 Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation COLING 2024 Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries ICML 2024 FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024 FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping EMNLP 2024 FFT-Based Dynamic Token Mixer for Vision AAAI 2024 FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions AAAI 2024 FG-Net: Facial Action Unit Detection With Generalizable Pyramidal Features WACV 2024