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Publication date: November 10, 2024

Augment, Drop & Swap: Improving Diversity in LLM Captions for Efficient Music-Text Representation Learning

International Society for Music Information Retrieval Conference (ISMIR)

Ilaria Manco, Justin Salamon, Oriol Nieto

AI & Machine Learning
Audio
Natural Language Processing

Publication date: November 7, 2024

CodeLutra: Boosting LLM Code Generation via Preference-Guided Refinement

Arxiv

Leitian Tao, Xiang Chen, Tong Yu, Tung Mai, Ryan A. Rossi, Yixuan Li, Saayan Mitra

Intelligent Agents & Assistants
Natural Language Processing

Publication date: October 30, 2024

On LLM Augmented AB Experimentation

Causality and Large Models, NeurIPS Workshop

Shiva Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: October 29, 2024

Sync from the Sea: Retrieving Alignable Videos from Large-Scale Datasets

European Conference on Computer Vision (ECCV)

Ishan Rajendrakumar Dave, Fabian Caba Heilbron, Mubarak Shah, Simon Jenni

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 27, 2024

SegGuard: Defending Scene Segmentation against Adversarial Patch Attack

International Conference on Image Processing (ICIP)

Tommy Gittings, Steve Schneider, John Collomosse

Content Intelligence

Publication date: October 21, 2024

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors

CIKM 2024

Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: October 13, 2024

DrawTalking: Building Interactive Worlds by Sketching and Speaking

UIST 2024

Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin

Human Computer Interaction

Publication date: October 13, 2024

How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts

IEEE VIS 2024

Huichen Will Wang, Jane Hoffswell, Sao Myat Thazin Thane, Victor S. Bursztyn, Cindy Xiong Bearfield

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: October 13, 2024

Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts

IEEE VIS 2024 (short paper)

Victor S. Bursztyn, Jane Hoffswell, Shunan Guo, Eunyee Koh

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: October 13, 2024

ScrapMap: Interactive Color Layout for Scrap Quilting

ACM Symposium on User Interface Software and Technology (UIST)

Mackenzie Leake, Ross Daly

Graphics (2D & 3D)
Human Computer Interaction

Publication date: October 13, 2024

WasteBanned: Supporting Zero Waste Fashion Design with Linked Edits

ACM Symposium on User Interface Software and Technology (UIST)

Ruowang Zhang, Stefanie Mueller, Gilbert Bernstein, Adriana Schulz, Mackenzie Leake

Human Computer Interaction

Publication date: October 4, 2024

TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

European Conference on Computer Vision (ECCV'24)

Zongze Wu, Nick Kolkin, Jonathan Brandt, Richard Zhang, Eli Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: October 3, 2024

Diffusion2GAN: Distilling Diffusion Models into Conditional GANs

European Conference on Computer Vision (ECCV'24)

Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 2, 2024

Lazy Diffusion Transformer for Interactive Image Editing

European Conference on Computer Vision (ECCV'24)

Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: October 1, 2024

Self-supervised disentangled representation learning of artistic style through Neural Style Transfer

European Conference on Computer Vision (ECCVW) Workshop on Vision and Art (VISART)

Dan Ruta, Gemma Canet Tarres, Alex Black, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 1, 2024

FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

European Conference on Computer Vision (ECCV)

Hang Hua, Jing Shi, Kushal Kafle, Simon Jenni, Daoan Zhang, John Collomosse, Scott Cohen, Jiebo Liu

AI & Machine Learning
Content Intelligence

Publication date: October 1, 2024

Thinking Outside the BBox: Unconstrained Generative Object Compositing

European Conference on Computer Vision (ECCV 2024)

Gemma Canet Tarres, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhe Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2024

Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection

European Conference on Computer Vision (ECCV 2024)

Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2024

Editable Image Elements for Controllable Synthesis

European Conference on Computer Vision (ECCV'24)

Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: October 1, 2024

High-Fidelity Modeling of Generalizable Wrinkle Deformation

European Conference on Computer Vision (ECCV) 2024

Jingfan Guo, Jae Shin Yoon, Shunsuke Saito, Takaaki Shiratori, Hyun Soo Park

AI & Machine Learning
AR, VR & 360 Photography
Graphics (2D & 3D)

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