Zero-Shot Learning

Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy Interspeech 2024 VerbCLIP: Improving Verb Understanding in Vision-Language Models with Compositional Structures ACL 2024 VicTR: Video-conditioned Text Representations for Activity Recognition CVPR 2024 VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding CVPR 2024 VidToMe: Video Token Merging for Zero-Shot Video Editing CVPR 2024 ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models ICLR 2024 Vision Foundation Model Enables Generalizable Object Pose Estimation NeurIPS 2024 Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024 Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning CVPR 2024 Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NeurIPS 2024 Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval CVPR 2024 Visual In-Context Prompting CVPR 2024 Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024 ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024 VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024 Vlogger: Make Your Dream A Vlog CVPR 2024 VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis EMNLP 2024 VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024 WATT: Weight Average Test Time Adaptation of CLIP NeurIPS 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models EMNLP 2024 What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition EACL 2024 When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications? EMNLP 2024 Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024 X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024