| Neural-Logic Human-Object Interaction Detection | Nov 16, 2023 | DecoderHuman-Object Interaction Detection | CodeCode Available | 1 |
| Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders | Nov 16, 2023 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning | Nov 2, 2023 | MMEVisual Reasoning | CodeCode Available | 1 |
| Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions | Nov 1, 2023 | Few-Shot NLIInstruction Following | CodeCode Available | 1 |
| Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks | Nov 1, 2023 | InformativenessOut-of-Distribution Generalization | CodeCode Available | 1 |
| Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning | Sep 30, 2023 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 1 |
| MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DePT: Decoupled Prompt Tuning | Sep 14, 2023 | Prompt EngineeringZero-shot Generalization | CodeCode Available | 1 |
| SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation | Sep 1, 2023 | Autonomous DrivingComputational Efficiency | CodeCode Available | 1 |
| TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-Shot | Aug 12, 2023 | DiagnosticInteractive Segmentation | CodeCode Available | 1 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | CodeCode Available | 1 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 |
| SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation | Jul 3, 2023 | Domain AdaptationTransfer Learning | CodeCode Available | 1 |
| Gradient Ascent Post-training Enhances Language Model Generalization | Jun 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement Learning | Jun 11, 2023 | Navigatereinforcement-learning | CodeCode Available | 1 |
| The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only | Jun 1, 2023 | Zero-shot Generalization | CodeCode Available | 1 |
| Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context | Jun 1, 2023 | Solar Irradiance ForecastingTime Series | CodeCode Available | 1 |
| Subequivariant Graph Reinforcement Learning in 3D Environments | May 30, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Deeply Coupled Cross-Modal Prompt Learning | May 29, 2023 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models | May 29, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 |
| Prompting Language-Informed Distribution for Compositional Zero-Shot Learning | May 23, 2023 | Compositional Zero-Shot LearningInformativeness | CodeCode Available | 1 |
| Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers | May 21, 2023 | MMLUZero-shot Generalization | CodeCode Available | 1 |
| Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
