| Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization | Jul 11, 2024 | Data AugmentationDomain Generalization | —Unverified | 0 |
| Real-Time Anomaly Detection and Reactive Planning with Large Language Models | Jul 11, 2024 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |
| Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object Search | Jul 10, 2024 | Few-Shot LearningGPU | CodeCode Available | 0 |
| Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieval | Jul 1, 2024 | cross-modal alignmentImage Retrieval | —Unverified | 0 |
| NeuralSCF: Neural network self-consistent fields for density functional theory | Jun 22, 2024 | Zero-shot Generalization | —Unverified | 0 |
| Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity | Jun 17, 2024 | Continual LearningZero-shot Generalization | CodeCode Available | 0 |
| Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers | Jun 17, 2024 | Motion ForecastingZero-shot Generalization | —Unverified | 0 |
| Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning | Jun 13, 2024 | Zero-shot Generalization | CodeCode Available | 0 |
| Prompt-based Visual Alignment for Zero-shot Policy Transfer | Jun 5, 2024 | Autonomous DrivingLanguage Modelling | —Unverified | 0 |
| OLIVE: Object Level In-Context Visual Embeddings | Jun 2, 2024 | ObjectZero-shot Generalization | CodeCode Available | 0 |
| Text-only Synthesis for Image Captioning | May 28, 2024 | Image CaptioningLanguage Modelling | —Unverified | 0 |
| TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability | May 27, 2024 | Adversarial RobustnessKnowledge Distillation | —Unverified | 0 |
| Benchmarking General-Purpose In-Context Learning | May 27, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| Amortized Active Causal Induction with Deep Reinforcement Learning | May 26, 2024 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Gradient Projection For Continual Parameter-Efficient Tuning | May 22, 2024 | Continual LearningHallucination | —Unverified | 0 |
| Prompt Learning for Generalized Vehicle Routing | May 20, 2024 | Combinatorial OptimizationPrompt Learning | CodeCode Available | 0 |
| Revisiting the Robust Generalization of Adversarial Prompt Tuning | May 18, 2024 | Adversarial RobustnessPrompt Learning | —Unverified | 0 |
| A Minimalist Prompt for Zero-Shot Policy Learning | May 9, 2024 | Zero-shot Generalization | —Unverified | 0 |
| Enhancing Vision-Language Models Generalization via Diversity-Driven Novel Feature Synthesis | May 4, 2024 | DiversityZero-shot Generalization | —Unverified | 0 |
| Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks | Apr 25, 2024 | Zero-shot Generalization | CodeCode Available | 0 |
| The Third Monocular Depth Estimation Challenge | Apr 25, 2024 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning | Apr 19, 2024 | DiversityZero-shot Generalization | —Unverified | 0 |
| Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning | Apr 15, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination | Apr 11, 2024 | Contrastive LearningDomain Generalization | —Unverified | 0 |
| DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation | Apr 8, 2024 | Zero-shot Generalization | —Unverified | 0 |