LLM as A Robotic Brain: Unifying Egocentric Memory and Control Apr 19, 2023 Embodied Question Answering Language Modeling
— Unverified Tailoring Domain Adaptation for Machine Translation Quality Estimation Apr 18, 2023 Data Augmentation Domain Adaptation
Code Code Available WYTIWYR: A User Intent-Aware Framework with Multi-modal Inputs for Visualization Retrieval Apr 14, 2023 Retrieval zero-shot-classification
Code Code Available What does CLIP know about a red circle? Visual prompt engineering for VLMs Apr 13, 2023 Image Generation Prompt Engineering
— Unverified ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning Apr 13, 2023 Language Modeling Language Modelling
— Unverified On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Apr 13, 2023 Few-Shot Learning Scene Classification
— Unverified ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning Apr 12, 2023 Multilingual NLP Text Generation
— Unverified RECLIP: Resource-efficient CLIP by Training with Small Images Apr 12, 2023 Contrastive Learning Image-text Retrieval
— Unverified SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model Apr 10, 2023 Image Generation Image Segmentation
— Unverified Synthetic Sample Selection for Generalized Zero-Shot Learning Apr 6, 2023 feature selection Generalized Zero-Shot Learning
— Unverified Learning to Name Classes for Vision and Language Models Apr 4, 2023 Descriptive image-classification
— Unverified SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger Mar 30, 2023 cross-modal alignment zero-shot-classification
— Unverified Zero-shot Entailment of Leaderboards for Empirical AI Research Mar 29, 2023 Natural Language Inference RTE
— Unverified Evaluation of ChatGPT for NLP-based Mental Health Applications Mar 28, 2023 Classification Depression Detection
— Unverified Variational Distribution Learning for Unsupervised Text-to-Image Generation Mar 28, 2023 Image Captioning Image Generation
— Unverified Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features Mar 27, 2023 Action Recognition Zero-Shot Learning
— Unverified 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 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 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 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 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 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 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 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 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 Improving Zero-Shot Action Recognition using Human Instruction with Text Description Jan 21, 2023 Action Recognition Sentence
— Unverified Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? Jan 21, 2023 Electrocardiography (ECG) zero-shot-classification
— Unverified Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning Jan 9, 2023 Diagnostic Specificity
— Unverified 