zero-shot generalization

Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific Tasks EMNLP 2024 Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions ICLR 2024 InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining ICML 2024 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024 I-PHYRE: Interactive Physical Reasoning ICLR 2024 Language Grounded Multi-agent Reinforcement Learning with Human-interpretable Communication NeurIPS 2024 Large Language Models are Good Prompt Learners for Low-Shot Image Classification CVPR 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Learning from Pattern Completion: Self-supervised Controllable Generation NeurIPS 2024 Learning to Route Among Specialized Experts for Zero-Shot Generalization ICML 2024 M$^3$GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation NeurIPS 2024 Matryoshka Diffusion Models ICLR 2024 MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024 MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NeurIPS 2024 Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024 MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts ICML 2024 Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli NeurIPS 2024 OLIVE: Object Level In-Context Visual Embeddings ACL 2024 On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do We Really Need Prompt Learning? CVPR 2024 Prompt-based Visual Alignment for Zero-shot Policy Transfer ICML 2024 Prompt Learning for Generalized Vehicle Routing IJCAI 2024 Query-Guided Attention in Vision Transformers for Localizing Objects Using a Single Sketch WACV 2024 RAG-Driver: Generalisable Driving Explanations with Retrieval-Augmented In-Context Multi-Modal Large Language Model Learning RSS 2024 Renovating Names in Open-Vocabulary Segmentation Benchmarks NeurIPS 2024 Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation CVPR 2024