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zero-shot generalization

285 papers

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Co-occurring keywords · papers mentioning both

zero-shot learning (36) vision-language model (32) large language model (28) reinforcement learning (24) transfer learning (16) depth estimation (14) diffusion model (13) multi-task learning (13) instruction tuning (11) prompt learning (11)

Papers

MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025 MonSter: Marry Monodepth to Stereo Unleashes Power CVPR 2025 Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness EMNLP 2025 OMNI-DC: Highly Robust Depth Completion with Multiresolution Depth Integration ICCV 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction ICML 2025 OW-OVD: Unified Open World and Open Vocabulary Object Detection CVPR 2025 Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents ICML 2025 Provable Zero-Shot Generalization in Offline Reinforcement Learning ICML 2025 ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving CoRL 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025 Scalable Autoregressive Monocular Depth Estimation CVPR 2025 Seurat: From Moving Points to Depth CVPR 2025 Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025 Stereo Any Video: Temporally Consistent Stereo Matching ICCV 2025 Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail CVPR 2025 Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models WACV 2025 Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models WACV 2025 Text-to-LoRA: Instant Transformer Adaption ICML 2025 The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025 Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch EMNLP 2025 TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025 UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation ICCV 2025 Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation ICLR 2025