Emergent Abilities in Reduced-Scale Generative Language Models Apr 2, 2024 In-Context Learning Zero-Shot Learning
Code Code Available Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation Apr 1, 2024 Image Segmentation Image-to-Image Translation
— Unverified Training-Free Semantic Segmentation via LLM-Supervision Mar 31, 2024 Language Modeling Language Modelling
— Unverified Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Mar 30, 2024 Few-Shot Learning Instruction Following
— Unverified VP3D: Unleashing 2D Visual Prompt for Text-to-3D Generation Mar 25, 2024 3D Generation NeRF
— Unverified Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation Mar 22, 2024 Few-Shot Learning In-Context Learning
Code Code Available Less but Better: Enabling Generalized Zero-shot Learning Towards Unseen Domains by Intrinsic Learning from Redundant LLM Semantics Mar 21, 2024 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available HierCode: A Lightweight Hierarchical Codebook for Zero-shot Chinese Text Recognition Mar 20, 2024 Zero-Shot Learning
— Unverified UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Mar 19, 2024 All Contrastive Learning
— Unverified Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision Mar 19, 2024 Cross-corpus Emotion Recognition
— Unverified Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition Mar 19, 2024 Dense Captioning Image Captioning
— Unverified MEDBind: Unifying Language and Multimodal Medical Data Embeddings Mar 19, 2024 Language Modeling Language Modelling
— Unverified Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach Mar 18, 2024 Diagnostic Zero-Shot Learning
— Unverified Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models Mar 14, 2024 Continual Learning Knowledge Distillation
— Unverified Sentinel-Guided Zero-Shot Learning: A Collaborative Paradigm without Real Data Exposure Mar 14, 2024 Zero-Shot Learning
Code Code Available Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches Mar 13, 2024 Few-Shot Learning Morphological Analysis
— Unverified MolBind: Multimodal Alignment of Language, Molecules, and Proteins Mar 13, 2024 Contrastive Learning Drug Discovery
— Unverified Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification Mar 13, 2024 Language Modeling Language Modelling
Code Code Available MENTOR: Multilingual tExt detectioN TOward leaRning by analogy Mar 12, 2024 Few-Shot Learning Scene Text Detection
— Unverified Towards Zero-shot Human-Object Interaction Detection via Vision-Language Integration Mar 12, 2024 Decoder Human-Object Interaction Detection
— Unverified Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning Mar 11, 2024 Adversarial Robustness Deep Learning
— Unverified CSCNET: Class-Specified Cascaded Network for Compositional Zero-Shot Learning Mar 9, 2024 Attribute Compositional Zero-Shot Learning
— Unverified MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder Mar 7, 2024 Domain Adaptation Medical Image Analysis
— Unverified ACC-ViT : Atrous Convolution's Comeback in Vision Transformers Mar 7, 2024 Contrastive Learning Medical Image Analysis
— Unverified X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Mar 6, 2024 Domain Generalization Instruction Following
Code Code Available Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use Mar 5, 2024 image-classification Image Classification
— Unverified A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation Mar 5, 2024 Deep Reinforcement Learning Navigate
— Unverified Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data Mar 5, 2024 Material Recognition Segmentation
Code Code Available Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models Mar 4, 2024 Few-Shot Learning Hate Speech Detection
— Unverified AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs Mar 1, 2024 Fairness Language Modeling
— Unverified Unveiling Typographic Deceptions: Insights of the Typographic Vulnerability in Large Vision-Language Model Feb 29, 2024 Language Modeling Language Modelling
— Unverified TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding Feb 28, 2024 3D Shape Representation Representation Learning
— Unverified Merino: Entropy-driven Design for Generative Language Models on IoT Devices Feb 28, 2024 CPU Language Modeling
— Unverified On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction Feb 28, 2024 Classification Natural Language Inference
Code Code Available Context-based and Diversity-driven Specificity in Compositional Zero-Shot Learning Feb 27, 2024 Attribute Compositional Zero-Shot Learning
— Unverified Building Flexible Machine Learning Models for Scientific Computing at Scale Feb 25, 2024 Decoder Language Modeling
— Unverified EXACT-Net:EHR-guided lung tumor auto-segmentation for non-small cell lung cancer radiotherapy Feb 21, 2024 Computed Tomography (CT) Language Modelling
— Unverified Exploring the Limits of Zero Shot Vision Language Models for Hate Meme Detection: The Vulnerabilities and their Interpretations Feb 19, 2024 Prompt Engineering Zero-Shot Learning
Code Code Available Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition Feb 18, 2024 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available Intriguing Differences Between Zero-Shot and Systematic Evaluations of Vision-Language Transformer Models Feb 13, 2024 Language Modeling Language Modelling
— Unverified VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization Feb 12, 2024 In-Context Learning TextVQA
Code Code Available An Empirical Study Into What Matters for Calibrating Vision-Language Models Feb 12, 2024 Zero-Shot Learning
— Unverified IR-Aware ECO Timing Optimization Using Reinforcement Learning Feb 12, 2024 reinforcement-learning Reinforcement Learning
— Unverified SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation Feb 12, 2024 Autonomous Vehicles Contrastive Learning
— Unverified Enhancing Zero-shot Counting via Language-guided Exemplar Learning Feb 8, 2024 Object Counting Zero-Shot Counting
— Unverified SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking Feb 3, 2024 All dialog state tracking
Code Code Available Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes Feb 3, 2024 Text Generation Zero-Shot Learning
— Unverified Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenization Feb 3, 2024 Cross-Modal Retrieval Image Retrieval
Code Code Available Direct side information learning for zero-shot regression Feb 2, 2024 global-optimization image-classification
Code Code Available Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects Jan 31, 2024 Zero-Shot Learning
— Unverified 