| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for Echocardiography | Sep 24, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Model Generalization on Text Attribute Graphs: Principles with Large Language Models | Feb 17, 2025 | AttributeGraph Learning | CodeCode Available | 1 |
| Improving Diffusion Models for Scene Text Editing with Dual Encoders | Apr 12, 2023 | Scene Text EditingStyle Transfer | 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 |
| LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation Models | Feb 6, 2025 | zero-shot-classificationZero-shot Generalization | CodeCode Available | 1 |
| Improving Zero-shot Generalization and Robustness of Multi-modal Models | Dec 4, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 |
| Boosting Segment Anything Model Towards Open-Vocabulary Learning | Dec 6, 2023 | modelObject | CodeCode Available | 1 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| IRanker: Towards Ranking Foundation Model | Jun 25, 2025 | GSM8Kmodel | CodeCode Available | 1 |
| DePT: Decoupled Prompt Tuning | Sep 14, 2023 | Prompt EngineeringZero-shot Generalization | 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 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset | Sep 12, 2019 | 16kDialogue State Tracking | CodeCode Available | 1 |
| Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning | Oct 26, 2020 | ClusteringModel-based Reinforcement Learning | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | 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 |
| CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance | Dec 5, 2024 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| DynaPrompt: Dynamic Test-Time Prompt Tuning | Jan 27, 2025 | Zero-shot Generalization | —Unverified | 0 |
| A Safer Vision-based Autonomous Planning System for Quadrotor UAVs with Dynamic Obstacle Trajectory Prediction and Its Application with LLMs | Nov 21, 2023 | object-detectionObject Detection | —Unverified | 0 |
| Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels | Oct 10, 2024 | Motion ForecastingZero-shot Generalization | —Unverified | 0 |
| Do We Need to Create Big Datasets to Learn a Task? | Nov 1, 2020 | Zero-shot Generalization | —Unverified | 0 |
