Zero-Shot Learning

T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting CVPR 2025 TAG–EQA: Text–And–Graph for Event Question Answering via Structured Prompting Strategies EMNLP 2025 Takin-VC: Expressive Zero-Shot Voice Conversion via Adaptive Hybrid Content Encoding and Enhanced Timbre Modeling ACL 2025 Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025 Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025 Task-Specific Zero-shot Quantization-Aware Training for Object Detection ICCV 2025 TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025 TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025 Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025 Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SemEval 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025 Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection NAACL 2025 Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025 Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025 Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025 TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025 Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers ICLR 2025 The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025 The Role of Video Generation in Enhancing Data-Limited Action Understanding IJCAI 2025 Think Twice Before Adaptation: Improving Adaptability of DeepFake Detection via Online Test-Time Adaptation IJCAI 2025 Think Twice: Test-Time Reasoning for Robust CLIP Zero-Shot Classification ICCV 2025 TikZero: Zero-Shot Text-Guided Graphics Program Synthesis ICCV 2025 TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025