Awesome zero-shot

Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations (2025)

Jeonghyeon Kim et al.

4.47

Image Generators are Generalist Vision Learners (2026)

Valentin Gabeur et al.

1.94

PreScam: A Benchmark for Predicting Scam Progression from Early Conversations (2026)

Weixiang Sun et al.

1.94

PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems (2026)

Suraj Ranganath et al.

1.94

Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings (2026)

Shubhang Bhatnagar et al.

1.94

AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models (2026)

Rintaro Otsubo et al.

1.94

Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights (2025)

Jonathan Kahana et al.

1.28

SwiLTra-Bench: The Swiss Legal Translation Benchmark (2025)

Joel Niklaus et al.

1.28

Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO (2025)

Muzhi Zhu et al.

1.28

Native-Resolution Image Synthesis (2025)

Zidong Wang et al.

1.28

LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer (2025)

Yuzhuo Chen et al.

1.28

Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding (2025)

Zaiquan Yang et al.

1.28

DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture (2025)

Arijit Maji et al.

1.28

Video models are zero-shot learners and reasoners (2025)

Thaddäus Wiedemer et al.

1.28

BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs (2025)

Yue Wang et al.

1.28

EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis (2025)

Yusheng Liao et al.

1.28

Generalist Foundation Models Are Not Clinical Enough for Hospital Operations (2025)

Lavender Y. Jiang et al.

1.28

On Architectural Compression of Text-to-Image Diffusion Models (2023)

Bo-Kyeong Kim et al.

—

Youku-mPLUG: A 10 Million Large-scale Chinese Video-Language Dataset for Pre-training and Benchmarks (2023)

Haiyang Xu et al.

—

AudioPaLM: A Large Language Model That Can Speak and Listen (2023)

Paul K. Rubenstein et al.

—

SITTA: A Semantic Image-Text Alignment for Image Captioning (2023)

Fabian Paischer et al.

—

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation (2023)

Yi Wang et al.

—

DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI (2023)

Jianguo Zhang et al.

—

LP-MusicCaps: LLM-Based Pseudo Music Captioning (2023)

SeungHeon Doh et al.

—

Jurassic World Remake: Bringing Ancient Fossils Back to Life via Zero-Shot Long Image-to-Image Translation (2023)

Alexander Martin et al.

—

Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification (2023)

Aojun Zhou et al.

—

LLM-Grounder: Open-Vocabulary 3D Visual Grounding with Large Language Model as an Agent (2023)

Jianing Yang et al.

—

VidChapters-7M: Video Chapters at Scale (2023)

Antoine Yang et al.

—

SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding (2023)

Haoxiang Wang et al.

—

PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion (2023)

Yiduo Guo et al.

—

Localized Symbolic Knowledge Distillation for Visual Commonsense Models (2023)

Jae Sung Park et al.

—

Llama Guard: LLM-based Input-Output Safeguard for Human-AI Conversations (2023)

Hakan Inan et al.

—

VL-GPT: A Generative Pre-trained Transformer for Vision and Language Understanding and Generation (2023)

Jinguo Zhu et al.

—

VideoPoet: A Large Language Model for Zero-Shot Video Generation (2023)

Dan Kondratyuk et al.

—

InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks (2023)

Zhe Chen et al.

—

StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion (2024)

Zhichao Wang et al.

—

SymbolicAI: A framework for logic-based approaches combining generative models and solvers (2024)

Marius-Constantin Dinu et al.

—

AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts (2024)

Yifan Zhang et al.

—

Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use (2024)

Imad Eddine Toubal et al.

—

MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation (2024)

Kunpeng Song et al.

—

SpeechVerse: A Large-scale Generalizable Audio Language Model (2024)

Nilaksh Das et al.

—

μLO: Compute-Efficient Meta-Generalization of Learned Optimizers (2024)

Benjamin Thérien et al.

—

Large Scale Transfer Learning for Tabular Data via Language Modeling (2024)

Josh Gardner et al.

—

LinFusion: 1 GPU, 1 Minute, 16K Image (2024)

Songhua Liu et al.

—

Guiding Vision-Language Model Selection for Visual Question-Answering Across Tasks, Domains, and Knowledge Types (2024)

Neelabh Sinha et al.

—

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models (2024)

M. Jehanzeb Mirza et al.

—

Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs (2024)

Sumanth Doddapaneni et al.

—

DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning (2024)

Gaoyue Zhou et al.

—

NeKo: Toward Post Recognition Generative Correction Large Language Models with Task-Oriented Experts (2024)

Yen-Ting Lin et al.

—

Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator (2024)

Chaehun Shin et al.

—

Awesome zero-shot

Key papers

zero-shot

Awesome zero-shot

Key papers