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Publication date: August 17, 2026

PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling

International Conference on Pattern Recognition (ICPR) 2026

Alara Dirik, Tuanfeng Y. Wang, Duygu Ceylan, Stefanos Zafeiriou, Anna Frühstück

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

Publication date: July 7, 2026

Lizard: An Efficient Linearization Framework for Large Language Models

ACL 2026

Chien Van Nguyen, Huy Huu Nguyen, Ruiyi Zhang, Hanieh Deilamsalehy, Puneet Mathur, Viet Dac Lai, Haoliang Wang, Jayakumar Subramanian, Ryan A. Rossi, Trung Bui, Nikos Vlassis, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 7, 2026

Structured Uncertainty guided Clarification for LLM Agents

ACL Findings 2026

Manan Suri, Puneet Mathur, Nedim Lipka, Franck Dernoncourt, Ryan A. Rossi, Dinesh Manocha

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 7, 2026

Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams

ACL 2026

Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 7, 2026

FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation

ACL 2026 Findings

Liqiang Jing, Viet Lai, David Seunghyun Yoon, Trung Bui, Xinya Du

AI & Machine Learning
Computer Vision, Imaging & Video
Intelligent Agents & Assistants

Publication date: July 7, 2026

MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference

ACL 2026 Findings

Jeonghyun Park, Ingeol Baek, David Seunghyun Yoon, Haeun Jang, Aparna Garimella, Akriti Jain, Nedim Lipka, Hwanhee Lee

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: July 7, 2026

Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models

ACL 2026

Chien Van Nguyen, Ryan A. Rossi, Linh Ngo Van, Franck Dernoncourt, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: July 7, 2026

Test-Time Strategies for More Efficient and Accurate Agentic RAG

ACL SRW 2026

Brian Zhang, Deepti Guntur, Zhiyang Zuo, Abhinav Sharma, Shreyas Chaudhari, Wenlong Zhao, Franck Dernoncourt, Puneet Mathur, Ryan A. Rossi, Nedim Lipka

AI & Machine Learning
Document Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: June 4, 2026

Beyond Single Images: A Comprehensive Benchmark for Album-Level Vision-Language Understanding

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Shawn Huang, Brian Price, Yifei Fan, Bryan Morse

Highlight

AI & Machine Learning

Publication date: June 3, 2026

LiteEmbed: Adapting CLIP to Rare Classes

Conference on Computer Vision and Pattern Recognition (CVPR 2026 Findings)

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

Computer Vision, Imaging & Video

Publication date: June 3, 2026

Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Aishwarya Agarwal, Srikrishna Karanam, Vineet Gandhi

Computer Vision, Imaging & Video

Publication date: June 3, 2026

Material Magic Wand: Material-Aware Grouping of 3D Parts in Untextured Meshes

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Umangi Jain, Vladimir (Vova) Kim, Matheus Gadelha, Igor Gilitschenski, Zhiqin Chen

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

Publication date: June 3, 2026

SpaceTimePilot: Generative Rendering of Dynamic Scenes Across Space and Time

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Zhening Huang, Hyeonho Jeong, Xuelin Chen, Yulia Gryaditskaya, Tuanfeng Y. Wang, Joan Lasenby, Chun-Hao Paul Huang

AR, VR & 360 Photography
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: June 3, 2026

DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Joonmyung Choi, Sanghyeok Lee, Jongha Kim, Sehyung Kim, Dohwan Ko, Jihyung Kil, Hyunwoo J. Kim

Computer Vision, Imaging & Video
Document Intelligence

Publication date: June 3, 2026

SliderEdit: Continuous Image Editing with Fine-Grained Instruction Control

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Arman Zarei, Samyadeep Basu, Mobina Pournemat, Sayan Nag, Ryan A. Rossi, Soheil Feizi

CVPR Oral

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Intelligent Agents & Assistants

Publication date: June 3, 2026

Object-WIPER : Training-Free Object and Associated Effect Removal in Videos

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Saksham Singh Kushwaha, Sayan Nag, Yapeng Tian, Kuldeep Kulkarni

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

Publication date: June 3, 2026

Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

Conference on Computer Vision and Pattern Recognition (CVPR 2026) Findings

Mona Gandhi, Joseph K J, Srinivasan Parthasarathy, Sayan Nag

Findings Track

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence
Document Intelligence
Intelligent Agents & Assistants

Publication date: June 3, 2026

GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling

Conference on Computer Vision and Pattern Recognition (CVPR 2026)

Shivanshu Shekhar, Uttaran Bhattacharya, Raghavendra Addanki, Mehrab Tanjim, Somdeb Sarkhel, Tong Zhang

Computer Vision, Imaging & Video

Publication date: June 1, 2026

ReasonX: MLLM-Guided Intrinsic Image Decomposition

IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR) 2026

Alara Dirik, Tuanfeng Y. Wang, Duygu Ceylan, Stefanos Zafeiriou, Anna Frühstück

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

Publication date: May 29, 2026

OWLViz: An Open-World Benchmark for Visual Question Answering

AAMAS 2026

Thuy Nguyen, Dang Nguyen, Hoàng Nguyễn, Thuan Duc Luong, Franck Dernoncourt, Long Hoang Dang, Viet Lai

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

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