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Publication date: September 16, 2024

Fake or Compromised? Making Sense of Malicious Clients in Federated Learning

29th European Symposium on Research in Computer Security (ESORICS)

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr

AI & Machine Learning
Intelligent Agents & Assistants
Systems & Languages

Publication date: September 16, 2024

BOTracle: A framework for Discriminating Bots and Humans

International Workshops of European Symposium On Research In Computer Security (ESORICS-W)

Jan Kadel, August See, Ritwik Sinha, Mathias Fischer

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: September 5, 2024

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Interspeech 2024

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen

AI & Machine Learning
Audio
Natural Language Processing

Publication date: September 1, 2024

ControlMat: Controlled Generative Approach to Material Capture

ACM Transactions on Graphics

Giuseppe Vecchio, Rosalie Martin, Arthur Roullier, Adrien Kaiser, Romain ROUFFET, Valentin Deschaintre, Tamy Boubekeur

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

Publication date: August 16, 2024

KaPQA: Knowledge-Augmented Product Question-Answering

ACL 2024 Workshop on Knowledge Augmented Methods for NLP

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 16, 2024

Multi-hop Database Reasoning with Virtual Knowledge Graph

ACL 2024 Workshop on Knowledge Graphs and Large Language Models

Juhee Son, Yeon Seonwoo, Alice Oh, James Thorne, David Seunghyun Yoon

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 12, 2024

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining

ACL 2024 Findings

Yejun Yoon, David Seunghyun Yoon, Kunwoo Park

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: August 11, 2024

RaDA: Retrieval-augmented Web Agent Planning with LLMs

Association for Computational Linguistics (ACL)

Minsoo Kim, Victor S. Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang

AI & Machine Learning
Natural Language Processing

Publication date: August 2, 2024

Generative Escher Meshes

SIGGRAPH 2024

Thibault Groueix, Noam Aigerman

AI & Machine Learning
Graphics (2D & 3D)

Publication date: August 2, 2024

IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models

SIGGRAPH 2024

Jundan Luo, Duygu Ceylan, Jae Shin Yoon, Nanxuan Zhao, Julien Philip, Anna Frühstück, Wenbin Li, Christian Richardt, Tuanfeng Y. Wang

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

Publication date: August 1, 2024

AutoDAN: interpretable gradient-based adversarial attacks on large language models

COLM 2024

Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 29, 2024

N-BVH: Neural Ray Queries with Bounding Volume Hierarchies

SIGGRAPH 2024

Philippe Weier, Alexander Rath, Élie Michel, Iliyan Georgiev, Philipp Slusallek, Tamy Boubekeur

AI & Machine Learning
Graphics (2D & 3D)

Publication date: July 29, 2024

Deep Sketch Vectorization via Implicit Surface Extraction

SIGGRAPH 2024

Chuan Yan, Yong Li, Deepali Aneja, Matt Fisher, Edgar Simo-Serra, Yotam Gingold

AI & Machine Learning
Graphics (2D & 3D)

Publication date: July 28, 2024

DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation

SIGGRAPH 2024

Zhiqin Chen, Qimin Chen, Hang Zhou, Hao Zhang

AI & Machine Learning
Graphics (2D & 3D)

Publication date: July 28, 2024

Object-level Scene Deocclusion

SIGGRAPH 2024

Zhengzhe Liu, Qing Liu, Chirui Chang, Jianming Zhang, Daniil Pakhomov, Haitian Zheng, Zhe Lin, Daniel Cohen-Or, Chi-Wing Fu

AI & Machine Learning

Publication date: July 28, 2024

Text-to-vector Generation With Neural Path Representation

SIGGRAPH 2024

Peiying Zhang, Nanxuan (Cherry) Zhao, Jing Liao

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

Publication date: July 28, 2024

One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns

SIGGRAPH 2024

Arman Maesumi, Dylan Hu, Krishi Saripalli, Vladimir (Vova) Kim, Matt Fisher, Soren Pirk, Daniel Ritchie

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

Publication date: July 27, 2024

Editing Partially Observable Networks via Graph Diffusion Models

ICML 2024

Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra

AI & Machine Learning

Publication date: July 25, 2024

RGB<->X: Image Decomposition and Synthesis Using Material- and Lighting-aware Diffusion Models

SIGGRAPH 2024

Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Ling-Qi Yan, Milos Hasan

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

Publication date: July 25, 2024

TexSliders: Diffusion-Based Texture Editing in CLIP Space

SIGGRAPH 2024

Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belen Masia, Valentin Deschaintre

AI & Machine Learning
Graphics (2D & 3D)

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