| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| Improving Zero-Shot Generalization for CLIP with Synthesized Prompts | Jul 14, 2023 | Generalized Zero-Shot LearningTransfer Learning | CodeCode Available | 1 |
| COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection | Nov 28, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In | May 27, 2023 | MMLURetrieval | CodeCode Available | 1 |
| PART: Pre-trained Authorship Representation Transformer | Sep 30, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| Equivariant Image Modeling | Mar 24, 2025 | Image GenerationZero-shot Generalization | CodeCode Available | 1 |
| MAgNet: Mesh Agnostic Neural PDE Solver | Oct 11, 2022 | Zero-shot Generalization | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| Exploring the Best Practices of Query Expansion with Large Language Models | Jan 12, 2024 | Information RetrievalRe-Ranking | CodeCode Available | 1 |
| GOMAA-Geo: GOal Modality Agnostic Active Geo-localization | Jun 4, 2024 | Contrastive Learninggeo-localization | CodeCode Available | 1 |
| Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action Environments | May 8, 2025 | BenchmarkingPrompt Engineering | CodeCode Available | 1 |
| Learning the Travelling Salesperson Problem Requires Rethinking Generalization | Jun 12, 2020 | Combinatorial OptimizationTransfer Learning | CodeCode Available | 1 |
| A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation | Jun 29, 2024 | Combinatorial Optimizationreinforcement-learning | CodeCode Available | 1 |
| Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything | Mar 12, 2024 | GPUPoint Tracking | CodeCode Available | 1 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 |
| Learning Quadrupedal Locomotion over Challenging Terrain | Oct 21, 2020 | Zero-shot Generalization | CodeCode Available | 1 |
| Large Language Models are Good Prompt Learners for Low-Shot Image Classification | Dec 7, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Label Agnostic Pre-training for Zero-shot Text Classification | May 25, 2023 | Classificationtext-classification | CodeCode Available | 1 |
| Learning Modular Simulations for Homogeneous Systems | Oct 28, 2022 | Zero-shot Generalization | 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 |
| How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation | Dec 12, 2023 | Anomaly DetectionAutonomous Driving | 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 |
| SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies | Jun 17, 2021 | Autonomous DrivingImage Augmentation | CodeCode Available | 1 |
| Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV | Jul 20, 2023 | Depth EstimationDiversity | CodeCode Available | 1 |
| Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team Composition | May 18, 2021 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
