Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Mar 27, 2023 Action Recognition Zero-Shot Learning
— Unverified Learning Attention as Disentangler for Compositional Zero-shot Learning Mar 27, 2023 Attribute Compositional Zero-Shot Learning
Code Code Available Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention Mar 27, 2023 Decoder Gaze Prediction
Code Code Available Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning Mar 27, 2023 Attribute Decoder
Code Code Available Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection Mar 25, 2023 Decoder object-detection
— Unverified Toward Open-domain Slot Filling via Self-supervised Co-training Mar 24, 2023 Language Modelling slot-filling
— Unverified Explore the Power of Synthetic Data on Few-shot Object Detection Mar 23, 2023 Few-Shot Object Detection Image Generation
— Unverified The effectiveness of MAE pre-pretraining for billion-scale pretraining Mar 23, 2023 Action Classification Action Recognition
Code Code Available Frozen Language Model Helps ECG Zero-Shot Learning Mar 22, 2023 Language Modeling Language Modelling
— Unverified Large Language Models Can Be Used to Estimate the Latent Positions of Politicians Mar 21, 2023 Information Retrieval Retrieval
— Unverified PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing Mar 20, 2023 Code Generation Language Modeling
— Unverified Exploiting Semantic Attributes for Transductive Zero-Shot Learning Mar 17, 2023 Attribute Decoder
Code Code Available MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge Mar 15, 2023 Action Recognition Few-Shot action recognition
Code Code Available Bi-directional Distribution Alignment for Transductive Zero-Shot Learning Mar 15, 2023 Zero-Shot Learning
Code Code Available GPT-4 Technical Report Mar 15, 2023 answerability prediction Arithmetic Reasoning
Code Code Available RE-MOVE: An Adaptive Policy Design for Robotic Navigation Tasks in Dynamic Environments via Language-Based Feedback Mar 14, 2023 continuous-control Continuous Control
— Unverified Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification Mar 13, 2023 Job classification Prompt Engineering
— Unverified ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in Mar 13, 2023 Diversity Language Modeling
— Unverified Robust Contrastive Language-Image Pre-training against Data Poisoning and Backdoor Attacks Mar 13, 2023 Backdoor Attack Data Poisoning
Code Code Available ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation Mar 11, 2023 Image Captioning Image to text
Code Code Available Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search Mar 8, 2023 Attribute Person Search
— Unverified Describe me an Aucklet: Generating Grounded Perceptual Category Descriptions Mar 7, 2023 nlg evaluation Representation Learning
Code Code Available Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms Mar 7, 2023 Zero-Shot Learning
Code Code Available Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space Mar 3, 2023 Self-Supervised Learning Sensitivity
Code Code Available Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy Mar 2, 2023 Classification Extreme Multi-Label Classification
— Unverified Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning Mar 1, 2023 Compositional Zero-Shot Learning Knowledge Distillation
— Unverified LLaMA: Open and Efficient Foundation Language Models Feb 27, 2023 Arithmetic Reasoning Code Generation
Code Code Available Teaching CLIP to Count to Ten Feb 23, 2023 counterfactual Image Generation
Code Code Available Active Prompting with Chain-of-Thought for Large Language Models Feb 23, 2023 Active Learning Zero-Shot Learning
Code Code Available K-Diag: Knowledge-enhanced Disease Diagnosis in Radiographic Imaging Feb 22, 2023 Anatomy Contrastive Learning
— Unverified ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder Feb 22, 2023 Contrastive Learning GPU
Code Code Available Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Feb 19, 2023 Long-tail Learning open-set classification
Code Code Available Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline Feb 14, 2023 Object object-detection
— Unverified A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models Feb 13, 2023 Prompt Engineering zero-shot-classification
— Unverified LiT Tuned Models for Efficient Species Detection Feb 12, 2023 Fine-Grained Image Classification image-classification
Code Code Available Divergence-Based Domain Transferability for Zero-Shot Classification Feb 11, 2023 Classification zero-shot-classification
— Unverified Zero-Knowledge Zero-Shot Learning for Novel Visual Category Discovery Feb 9, 2023 Generalized Zero-Shot Learning Object Recognition
— Unverified Zero-Shot Learning for Requirements Classification: An Exploratory Study Feb 9, 2023 Classification Word Embeddings
Code Code Available ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning Feb 9, 2023 Transfer Learning Zero-Shot Learning
— Unverified Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Feb 8, 2023 Arithmetic Reasoning Zero-Shot Learning
Code Code Available A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Feb 8, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Feb 8, 2023 Code Generation Hallucination
Code Code Available Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion Feb 7, 2023 Classification Diversity
Code Code Available CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Feb 6, 2023 Classification image-classification
Code Code Available Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning Feb 2, 2023 Attribute Generalized Zero-Shot Learning
— Unverified Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization Feb 1, 2023 Generalized Zero-Shot Learning Meta-Learning
Code Code Available Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization Feb 1, 2023 Action Recognition Continual Learning
Code Code Available Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion Jan 31, 2023 Denoising Translation
— Unverified Language-Driven Anchors for Zero-Shot Adversarial Robustness Jan 30, 2023 Adversarial Defense Adversarial Robustness
Code Code Available RF+clust for Leave-One-Problem-Out Performance Prediction Jan 23, 2023 AutoML feature selection
— Unverified 