"zero-shot learning" Papers

Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models

Yankai Jiang, Peng Zhang, Donglin Yang et al.

AmorLIP: Efficient Language-Image Pretraining via Amortization

Haotian Sun, Yitong Li, Yuchen Zhuang et al.

Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning

Hairui Ren, Fan Tang, He Zhao et al.

Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation

Jingmin Zhu, Anqi Zhu, Hossein Rahmani et al.

Can LLMs Understand Time Series Anomalies?

Zihao Zhou, Rose Yu

CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale

ZeMing Gong, Austin Wang, Xiaoliang Huo et al.

CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology

Yuxuan Sun, Yixuan Si, Chenglu Zhu et al.

CrypticBio: A Large Multimodal Dataset for Visually Confusing Species

Georgiana Manolache, Gerard Schouten, Joaquin Vanschoren

Dense Video Object Captioning from Disjoint Supervision

Xingyi Zhou, Anurag Arnab, Chen Sun et al.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling

Qirui Wu, Denys Iliash, Daniel Ritchie et al.

HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis

Yuto Nishimura, Takumi Hirose, Masanari Ohi et al.

InstructHOI: Context-Aware Instruction for Multi-Modal Reasoning in Human-Object Interaction Detection

Jinguo Luo, Weihong Ren, Quanlong Zheng et al.

Locality-Aware Zero-Shot Human-Object Interaction Detection

Sanghyun Kim, Deunsol Jung, Minsu Cho

MetaOOD: Automatic Selection of OOD Detection Models

Yuehan Qin, Yichi Zhang, Yi Nian et al.

MotionDiff: Training-free Zero-shot Interactive Motion Editing via Flow-assisted Multi-view Diffusion

Yikun Ma, Yiqing Li, Jiawei Wu et al.

PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling

Junchao Gong, Siwei Tu, Weidong Yang et al.

RESAnything: Attribute Prompting for Arbitrary Referring Segmentation

Ruiqi Wang, Hao Zhang

Teaching Human Behavior Improves Content Understanding Abilities Of VLMs

SOMESH SINGH, Harini S I, Yaman Singla et al.

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

Zaiquan Yang, Yuhao LIU, Gerhard Hancke et al.

Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning

Huajie Jiang, Zhengxian Li, Xiaohan Yu et al.

Zero-shot protein stability prediction by inverse folding models: a free energy interpretation

Jes Frellsen, Maher Kassem, Tone Bengtsen et al.

Z-Magic: Zero-shot Multiple Attributes Guided Image Creator

Yingying Deng, Xiangyu He, Fan Tang et al.

${\rm E}(3)$-Equivariant Actor-Critic Methods for Cooperative Multi-Agent Reinforcement Learning

Dingyang Chen, Qi Zhang

A decoder-only foundation model for time-series forecasting

Abhimanyu Das, Weihao Kong, Rajat Sen et al.

A Fixed-Point Approach for Causal Generative Modeling

Meyer Scetbon, Joel Jennings, Agrin Hilmkil et al.

BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind

Yuanyuan Mao, Xin Lin, Qin Ni et al.

Chinese Spelling Correction as Rephrasing Language Model

Linfeng Liu, Hongqiu Wu, Hai Zhao

Commonsense for Zero-Shot Natural Language Video Localization

Meghana Holla, Ismini Lourentzou

Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval

Yuanmin Tang, Jing Yu, Keke Gai et al.

CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models

Dan Shi, Chaobin You, Jian-Tao Huang et al.

Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification

Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

Data-Free Generalized Zero-Shot Learning

Bowen Tang, Jing Zhang, Yan Long et al.

DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection

Zhi Zhou, Ming Yang, Jiang-Xin Shi et al.

ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis

Jungil Kong, Junmo Lee, Jeongmin Kim et al.

GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection

Haozhan Shen, Tiancheng Zhao, Mingwei Zhu et al.

HiFi-123: Towards High-fidelity One Image to 3D Content Generation

Wangbo Yu, Li Yuan, Yanpei Cao et al.

Image Captioning with Multi-Context Synthetic Data

Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance

Xinyu Peng, Ziyang Zheng, Wenrui Dai et al.

InstructDoc: A Dataset for Zero

Shot Generalization of Visual Document Understanding with Instructions - Ryota Tanaka, Taichi Iki, Kyosuke Nishida et al.

Interactive Visual Task Learning for Robots

LangCell: Language-Cell Pre-training for Cell Identity Understanding

Suyuan Zhao, Jiahuan Zhang, Yushuai Wu et al.

Omni-Recon: Harnessing Image-based Rendering for General-Purpose Neural Radiance Fields

Yonggan Fu, Huaizhi Qu, Zhifan Ye et al.

OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model

Runyi Li, Xuhan SHENG, Weiqi Li et al.

PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation

Runze Liu, Yali Du, Fengshuo Bai et al.

PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs

Soroush Nasiriany, Fei Xia, Wenhao Yu et al.

Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer

Yaoting Wang, Liu Weisong, Guangyao Li et al.

Revisiting the Role of Language Priors in Vision-Language Models

Zhiqiu Lin, Xinyue Chen, Deepak Pathak et al.

SelfVC: Voice Conversion With Iterative Refinement using Self Transformations

Paarth Neekhara, Shehzeen Hussain, Rafael Valle et al.

StyleSinger: Style Transfer for Out

of-Domain Singing Voice Synthesis

Task Contamination: Language Models May Not Be Few-Shot Anymore

Changmao Li, Jeffrey Flanigan