Zero-Shot Learning

Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NeurIPS 2023 ConZIC: Controllable Zero-Shot Image Captioning by Sampling-Based Polishing CVPR 2023 CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation CVPR 2023 Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages ACL 2023 CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model CVPR 2023 Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023 DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training ICLR 2023 Delving into the Openness of CLIP ACL 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 DesCo: Learning Object Recognition with Rich Language Descriptions NeurIPS 2023 DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature ICML 2023 Detecting Everything in the Open World: Towards Universal Object Detection CVPR 2023 DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023 Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 Doodle to Object: Practical Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2023 Doubly Right Object Recognition: A Why Prompt for Visual Rationales CVPR 2023 Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models CVPR 2023 Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023 DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation AAAI 2023 Fairness-guided Few-shot Prompting for Large Language Models NeurIPS 2023 From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023 Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention CVPR 2023