TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

14 April 2017

Papers citing "TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering"

23 / 23 papers shown

Title
SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding Yiming Lei Chenkai Zhang Ziqiang Liu Haitao Leng Shaoguo Liu Tingting Gao Qingjie Liu Yunhong Wang AI4TS 79 0 0 30 Apr 2025
VCM: Vision Concept Modeling Based on Implicit Contrastive Learning with Vision-Language Instruction Fine-Tuning Run Luo Renke Shan Longze Chen Ziqiang Liu Lu Wang Min Yang Xiaobo Xia MLLM VLM 168 1 0 28 Apr 2025
Perception Encoder: The best visual embeddings are not at the output of the network Daniel Bolya Po-Yao (Bernie) Huang Peize Sun Jang Hyun Cho Andrea Madotto ... Shiyu Dong Nikhila Ravi Daniel Li Piotr Dollár Christoph Feichtenhofer ObjD VOS 204 5 0 17 Apr 2025
ALLVB: All-in-One Long Video Understanding Benchmark Xichen Tan Yuanjing Luo Yunfan Ye Fang Liu Zhiping Cai MLLM VLM 106 0 0 10 Mar 2025
Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference Zhihang Lin Mingbao Lin Luxi Lin Rongrong Ji 79 21 0 28 Jan 2025
Do Language Models Understand Time? Xi Ding Lei Wang 234 1 0 18 Dec 2024
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure Sahithya Ravi R. Ng Vered Shwartz Boyang Albert Li Leonid Sigal ReLM LRM VLM 121 2 0 07 Dec 2024
Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level Andong Deng Tongjia Chen Shoubin Yu Taojiannan Yang Lincoln Spencer Yapeng Tian Ajmal Mian Joey Tianyi Zhou Chen Chen LRM 86 2 0 15 Nov 2024
Geometric Analysis of Reasoning Trajectories: A Phase Space Approach to Understanding Valid and Invalid Multi-Hop Reasoning in LLMs Javier Marin LRM 103 45 0 06 Oct 2024
Compositional Physical Reasoning of Objects and Events from Videos Zhenfang Chen Shilong Dong Kexin Yi Yunzhu Li Mingyu Ding Antonio Torralba Joshua B. Tenenbaum Chuang Gan OCL 89 1 0 02 Aug 2024
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos Ziyang Wang Shoubin Yu Elias Stengel-Eskin Jaehong Yoon Feng Cheng Gedas Bertasius Mohit Bansal 102 60 0 29 May 2024
VideoQA-SC: Adaptive Semantic Communication for Video Question Answering Jiangyuan Guo Wei Chen Yuxuan Sun Jia-lin Xu Bo Ai 83 4 0 17 May 2024
From Image to Video, what do we need in multimodal LLMs? Suyuan Huang Haoxin Zhang Yan Gao Honggu Chen Yan Gao Yao Hu Zhan Qin VLM 68 8 0 18 Apr 2024
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Haopeng Li Andong Deng Qiuhong Ke Jun Liu Hossein Rahmani Yulan Guo Mohammed Bennamoun Chen Chen 88 17 0 03 Jan 2024
CLEVRER-Humans: Describing Physical and Causal Events the Human Way Jiayuan Mao Xuelin Yang Xikun Zhang Noah D. Goodman Jiajun Wu NAI 58 22 0 05 Oct 2023
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 283 2,346 0 20 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 309 3,187 0 02 Dec 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 312 10,412 0 21 Jul 2016
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang Wenyuan Xu 78 498 0 21 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 80 713 0 08 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 100 597 0 05 May 2015
Describing Videos by Exploiting Temporal Structure L. Yao Atousa Torabi Kyunghyun Cho Nicolas Ballas C. Pal Hugo Larochelle Aaron Courville 136 1,063 0 27 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 298 10,034 0 10 Feb 2015