15 citations · 43 across the 7 of their papers we have counts for
7 papers
Can Large Language Model Agents Simulate Human Trust Behavior?
Chengxing Xie, Canyu Chen, Feiran Jia +11
Large Language Model (LLM) agents have been increasingly adopted as simulation tools to model humans in social science and role-playing applications. However, one fundamental quest…
Relation-aware Video Reading Comprehension for Temporal Language Grounding
Jialin Gao, Xin Sun, Mengmeng Xu +2
Temporal language grounding in videos aims to localize the temporal span relevant to the given query sentence. Previous methods treat it either as a boundary regression task or a s…
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization
Mengmeng Xu, Juan-Manuel Perez-Rua, Xiatian Zhu +2
Temporal action localization (TAL) is a fundamental yet challenging task in video understanding. Existing TAL methods rely on pre-training a video encoder through action classifica…
Adaptive Learning of the Optimal Batch Size of SGD
Motasem Alfarra, Slavomir Hanzely, Alyazeed Albasyoni +2
Recent advances in the theoretical understanding of SGD led to a formula for the optimal batch size minimizing the number of effective data passes, i.e., the number of iterations t…
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization
Alejandro Pardo, Humam Alwassel, Fabian Caba Heilbron +2
Video action detectors are usually trained using datasets with fully-supervised temporal annotations. Building such datasets is an expensive task. To alleviate this problem, recent…
Robustness Analysis of Visual QA Models by Basic Questions
Jia-Hong Huang, Cuong Duc Dao, Modar Alfadly +2
Visual Question Answering (VQA) models should have both high robustness and accuracy. Unfortunately, most of the current VQA research only focuses on accuracy because there is a la…
Modeling Dynamic Swarms
Bernard Ghanem, Narendra Ahuja
This paper proposes the problem of modeling video sequences of dynamic swarms (DS). We define DS as a large layout of stochastically repetitive spatial configurations of dynamic ob…