Zero-Shot Learning

Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World ICLR 2024 Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation CVPR 2024 Boosting Vision-Language Models with Transduction NeurIPS 2024 Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection ACL 2024 Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models CVPR 2024 BrainLM: A foundation model for brain activity recordings ICLR 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024 Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024 Building Timeseries Dataset: Empowering Large-Scale Building Analytics NeurIPS 2024 BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024 CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset NeurIPS 2024 Can GPT4 Detect Euphemisms across Multiple Languages? NAACL 2024 Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024 Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. ACL 2024 Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024 CCEdit: Creative and Controllable Video Editing via Diffusion Models CVPR 2024 CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024 Chain of Thoughtlessness? An Analysis of CoT in Planning NeurIPS 2024 CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024 Claim Check-Worthiness Detection: How Well do LLMs Grasp Annotation Guidelines? EMNLP 2024 Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NeurIPS 2024 CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor CVPR 2024 CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free WACV 2024 CLIP-Driven Open-Vocabulary 3D Scene Graph Generation via Cross-Modality Contrastive Learning CVPR 2024