Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction

27 March 2024

Papers citing "Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction"

19 / 19 papers shown

Title
TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution Zhikai Zhao Chuanbo Hua Federico Berto Kanghoon Lee Zihan Ma Jiachen Li Jinkyoo Park 48 1 0 07 May 2025
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 64 1 0 27 Mar 2025
GUIDE-CoT: Goal-driven and User-Informed Dynamic Estimation for Pedestrian Trajectory using Chain-of-Thought Sungsik Kim Janghyun Baek Jinkyu Kim Jaekoo Lee LRM 63 1 0 10 Mar 2025
TRACE: A Self-Improving Framework for Robot Behavior Forecasting with Vision-Language Models Gokul Puthumanaillam Paulo Padrão Jose Fuentes Pranay Thangeda William E. Schafer Jae Hyuk Song Karan Jagdale Leonardo Bobadilla Melkior Ornik 36 0 0 02 Mar 2025
Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction Ziqian Zou Conghao Wong Beihao Xia Qinmu Peng Xinge You 64 0 0 03 Dec 2024
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 104 1 0 26 Nov 2024
Multi-Transmotion: Pre-trained Model for Human Motion Prediction Yang Gao Po-Chien Luan Alexandre Alahi 36 6 0 04 Nov 2024
Pedestrian motion prediction evaluation for urban autonomous driving Dmytro Zabolotnii Yar Muhammad Naveed Muhammad 29 0 0 22 Oct 2024
Traj-LLM: A New Exploration for Empowering Trajectory Prediction with Pre-trained Large Language Models Zhengxing Lan Hongbo Li Lingshan Liu Bo Fan Yisheng Lv Yilong Ren Zhiyong Cui 40 16 0 08 May 2024
Long-Term Human Trajectory Prediction using 3D Dynamic Scene Graphs Nicolas Gorlo Lukas Schmid Luca Carlone 27 7 0 01 May 2024
Traj-MAE: Masked Autoencoders for Trajectory Prediction Hao Chen Jiaze Wang Kun Shao Furui Liu Jianye Hao Chenyong Guan Guangyong Chen Pheng-Ann Heng 55 38 0 12 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 265 4,229 0 30 Jan 2023
Social-PatteRNN: Socially-Aware Trajectory Prediction Guided by Motion Patterns Ingrid Navarro Jean Oh 23 14 0 12 Sep 2022
Leveraging Language Foundation Models for Human Mobility Forecasting Hao Xue Bhanu Prakash Voutharoja Flora D. Salim AI4TS 111 65 0 11 Sep 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 325 2,263 0 02 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 410 2,584 0 03 Sep 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014