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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025
Spatio-Temporal Context Prompting for Zero-Shot Action Detection WACV 2025
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion WACV 2025
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025
SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025
Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval AAAI 2025
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025
Unified Framework for Open-World Compositional Zero-Shot Learning WACV 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation AAAI 2025
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models WACV 2025
Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects using Prototypes WACV 2025
ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025
Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025
Retaining and Enhancing Pre-Trained Knowledge in Vision-Language Models with Prompt Ensembling WACV 2025
Enhancing Zero-Shot Facial Expression Recognition by LLM Knowledge Transfer WACV 2025
OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025
Enhancing Novel Object Detection via Cooperative Foundational Models WACV 2025
Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025