Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity Jun 28, 2023 Benchmarking Image Captioning
— Unverified An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning Jun 26, 2023 Decoder Zero-Shot Learning
Code Code Available "Filling the Blanks'': Identifying Micro-activities that Compose Complex Human Activities of Daily Living Jun 22, 2023 Activity Recognition Attribute
— Unverified RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Jun 20, 2023 Cross-Modal Retrieval Image Retrieval
Code Code Available RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Jun 19, 2023 Classification Cross-Modal Retrieval
Code Code Available Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix) Jun 18, 2023 Chatbot Zero-Shot Learning
— Unverified Enlighten Anything: When Segment Anything Model Meets Low-Light Image Enhancement Jun 17, 2023 Image Enhancement Image Restoration
Code Code Available Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset Jun 14, 2023 Decision Making Misinformation
Code Code Available Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation Jun 14, 2023 Attribute Knowledge Graphs
— Unverified Improving Zero-Shot Detection of Low Prevalence Chest Pathologies using Domain Pre-trained Language Models Jun 13, 2023 zero-shot-classification Zero-Shot Learning
Code Code Available A Brief Review of Hypernetworks in Deep Learning Jun 12, 2023 Causal Inference Continual Learning
Code Code Available LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement Jun 12, 2023 4k Image Enhancement
— Unverified Evolving Semantic Prototype Improves Generative Zero-Shot Learning Jun 12, 2023 Zero-Shot Learning
— Unverified Multi-level Protein Representation Learning for Blind Mutational Effect Prediction Jun 8, 2023 Protein Folding Representation Learning
— Unverified Analysis of the Fed's communication by using textual entailment model of Zero-Shot classification Jun 7, 2023 Natural Language Inference Sentiment Analysis
— Unverified Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning Jun 2, 2023 image-classification Image Classification
Code Code Available Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Jun 2, 2023 Fine-Grained Visual Recognition Person Re-Identification
— Unverified PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward Jun 2, 2023 Imitation Learning Zero-Shot Learning
— Unverified SAM-helps-Shadow:When Segment Anything Model meet shadow removal Jun 1, 2023 Image Shadow Removal Shadow Detection
Code Code Available UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis Jun 1, 2023 Contrastive Learning Representation Learning
Code Code Available Layout and Task Aware Instruction Prompt for Zero-shot Document Image Question Answering Jun 1, 2023 Optical Character Recognition (OCR) Question Answering
Code Code Available FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models Jun 1, 2023 3D Face Reconstruction Face Reconstruction
Code Code Available Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes May 31, 2023 Classification Contrastive Learning
Code Code Available Measuring the Robustness of NLP Models to Domain Shifts May 31, 2023 Few-Shot Learning In-Context Learning
Code Code Available Label Embedding via Low-Coherence Matrices May 31, 2023 Classification Dimensionality Reduction
— Unverified Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning May 31, 2023 Decision Making General Knowledge
Code Code Available Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models May 29, 2023 Image Captioning Image Classification
Code Code Available Improved Probabilistic Image-Text Representations May 29, 2023 Data Augmentation Image-text matching
Code Code Available Learning Conditional Attributes for Compositional Zero-Shot Learning May 29, 2023 Attribute Compositional Zero-Shot Learning
Code Code Available GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning May 28, 2023 Property Prediction Zero-Shot Learning
Code Code Available Adapting Language-Audio Models as Few-Shot Audio Learners May 28, 2023 Audio Classification Classification
— Unverified CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning May 26, 2023 Attribute Compositional Zero-Shot Learning
Code Code Available DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification May 25, 2023 3D Classification Classification
— Unverified Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration May 25, 2023 Speech Synthesis text-to-speech
Code Code Available Universal Self-Adaptive Prompting May 24, 2023 In-Context Learning Natural Language Understanding
— Unverified LAraBench: Benchmarking Arabic AI with Large Language Models May 24, 2023 Benchmarking Few-Shot Learning
— Unverified OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning May 24, 2023 Data Augmentation Fact Checking
Code Code Available EXnet: Efficient In-context Learning for Data-less Text classification May 24, 2023 In-Context Learning Question Answering
— Unverified S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions May 23, 2023 Contrastive Learning Image-text Retrieval
Code Code Available Prompting Language-Informed Distribution for Compositional Zero-Shot Learning May 23, 2023 Compositional Zero-Shot Learning Informativeness
Code Code Available Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science May 23, 2023 zero-shot-classification Zero-Shot Learning
— Unverified Parts of Speech-Grounded Subspaces in Vision-Language Models May 23, 2023 Image Generation POS
Code Code Available A Rational Model of Dimension-reduced Human Categorization May 22, 2023 Few-Shot Learning model
— Unverified GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts May 21, 2023 Zero-Shot Learning
— Unverified LLM-Pruner: On the Structural Pruning of Large Language Models May 19, 2023 Text Generation zero-shot-classification
Code Code Available Pengi: An Audio Language Model for Audio Tasks May 19, 2023 Audio captioning Audio Question Answering
Code Code Available Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data May 19, 2023 Crop Classification Data Augmentation
— Unverified Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning May 19, 2023 Zero-Shot Learning
— Unverified Introspective Tips: Large Language Model for In-Context Decision Making May 19, 2023 Decision Making Language Modeling
— Unverified 