Alireza Fathi

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 51

Top Venues

CoRR

CVPR

J. Exp. Theor. Artif. Intell.

Int. J. Intell. Comput. Cybern.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Mathilde Caron, Ahmet Iscen, Alireza Fathi, Cordelia Schmid
A Generative Approach for Wikipedia-Scale Visual Entity Recognition. CoRR (2024)
Ziniu Hu, Ahmet Iscen, Aashi Jain, Thomas Kipf, Yisong Yue, David A. Ross, Cordelia Schmid, Alireza Fathi
SceneCraft: An LLM Agent for Synthesizing 3D Scene as Blender Code. CoRR (2024)
Ahmet Iscen, Mathilde Caron, Alireza Fathi, Cordelia Schmid
Retrieval-Enhanced Contrastive Vision-Text Models. ICLR (2024)
Ziniu Hu, Ahmet Iscen, Chen Sun, Kai-Wei Chang, Yizhou Sun, David A. Ross, Cordelia Schmid, Alireza Fathi
AVIS: Autonomous Visual Information Seeking with Large Language Models. CoRR (2023)
Ahmet Iscen, Mathilde Caron, Alireza Fathi, Cordelia Schmid
Retrieval-Enhanced Contrastive Vision-Text Models. CoRR (2023)
Hong-Xing Yu, Michelle Guo, Alireza Fathi, Yen-Yu Chang, Eric Ryan Chan, Ruohan Gao, Thomas A. Funkhouser, Jiajun Wu
Learning Object-Centric Neural Scattering Functions for Free-viewpoint Relighting and Scene Composition. Trans. Mach. Learn. Res. 2023 (2023)
Ahmet Iscen, Alireza Fathi, Cordelia Schmid
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data. CoRR (2023)
Hong-Xing Yu, Michelle Guo, Alireza Fathi, Yen-Yu Chang, Eric Ryan Chan, Ruohan Gao, Thomas A. Funkhouser, Jiajun Wu
Learning Object-Centric Neural Scattering Functions for Free-viewpoint Relighting and Scene Composition. CoRR (2023)
Ahmet Iscen, Alireza Fathi, Cordelia Schmid
Improving Image Recognition by Retrieving from Web-Scale Image-Text Data. CVPR (2023)
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi
Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory. CVPR (2023)
Ziniu Hu, Ahmet Iscen, Chen Sun, Kai-Wei Chang, Yizhou Sun, David Ross, Cordelia Schmid, Alireza Fathi
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent. NeurIPS (2023)
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas J. Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas A. Funkhouser
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation. CoRR (2022)
Ahmet Iscen, Thomas Bird, Mathilde Caron, Alireza Fathi, Cordelia Schmid
A Memory Transformer Network for Incremental Learning. CoRR (2022)
Abhijit Kundu, Kyle Genova, Xiaoqi Yin, Alireza Fathi, Caroline Pantofaru, Leonidas J. Guibas, Andrea Tagliasacchi, Frank Dellaert, Thomas A. Funkhouser
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation. CVPR (2022)
Ahmet Iscen, Thomas Bird, Mathilde Caron, Alireza Fathi, Cordelia Schmid
A Memory Transformer Network for Incremental Learning. BMVC (2022)
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan
PreTraM: Self-supervised Pre-training via Connecting Trajectory and Map. ECCV (39) (2022)
Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan
PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map. CoRR (2022)
Lu Mi, Abhijit Kundu, David A. Ross, Frank Dellaert, Noah Snavely, Alireza Fathi
im2nerf: Image to Neural Radiance Field in the Wild. CoRR (2022)
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory. CoRR (2022)
S. Farzaneh Hoseini, S. Ali MirMohammadSadeghi, Alireza Fathi, Hamid Reza Mohammadi Daniali
Adaptive predictive control of a novel shape memory alloy rod actuator. J. Syst. Control. Eng. 235 (3) (2021)
Yue Wang, Alireza Fathi, Jiajun Wu, Thomas A. Funkhouser, Justin Solomon
Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection. CoRR (2020)
Michelle Guo, Alireza Fathi, Jiajun Wu, Thomas A. Funkhouser
Object-Centric Neural Scene Rendering. CoRR (2020)
Abhijit Kundu, Xiaoqi Yin, Alireza Fathi, David A. Ross, Brian Brewington, Thomas A. Funkhouser, Caroline Pantofaru
Virtual Multi-view Fusion for 3D Semantic Segmentation. CoRR (2020)
Yue Wang, Alireza Fathi, Abhijit Kundu, David A. Ross, Caroline Pantofaru, Thomas A. Funkhouser, Justin Solomon
Pillar-based Object Detection for Autonomous Driving. CoRR (2020)
Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A. Ross, Thomas A. Funkhouser, Alireza Fathi
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds. CoRR (2020)
Abhijit Kundu, Xiaoqi Yin, Alireza Fathi, David A. Ross, Brian Brewington, Thomas A. Funkhouser, Caroline Pantofaru
Virtual Multi-view Fusion for 3D Semantic Segmentation. ECCV (24) (2020)
Rui Huang, Wanyue Zhang, Abhijit Kundu, Caroline Pantofaru, David A. Ross, Thomas A. Funkhouser, Alireza Fathi
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds. ECCV (18) (2020)
Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Nießner
3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation. CoRR (2020)
Mahyar Najibi, Guangda Lai, Abhijit Kundu, Zhichao Lu, Vivek Rathod, Thomas A. Funkhouser, Caroline Pantofaru, David A. Ross, Larry S. Davis, Alireza Fathi
DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes. CoRR (2020)
Mahyar Najibi, Guangda Lai, Abhijit Kundu, Zhichao Lu, Vivek Rathod, Thomas A. Funkhouser, Caroline Pantofaru, David A. Ross, Larry S. Davis, Alireza Fathi
DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes. CVPR (2020)
Yue Wang, Alireza Fathi, Abhijit Kundu, David A. Ross, Caroline Pantofaru, Thomas A. Funkhouser, Justin Solomon
Pillar-Based Object Detection for Autonomous Driving. ECCV (22) (2020)
Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe, Matthias Nießner
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation. CVPR (2020)
Steven Hickson, Karthik Raveendran, Alireza Fathi, Kevin Murphy, Irfan A. Essa
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. ICCV Workshops (2019)
Steven Hickson, Karthik Raveendran, Alireza Fathi, Kevin Murphy, Irfan A. Essa
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. CoRR (2019)
Ahmad Mozaffari, Mahdi Emami, Alireza Fathi
A comprehensive investigation into the performance, robustness, scalability and convergence of chaos-enhanced evolutionary algorithms with boundary constraints. Artif. Intell. Rev. 52 (4) (2019)
Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Jasper R. R. Uijlings
The Devil is in the Decoder: Classification, Regression and GANs. Int. J. Comput. Vis. 127 (11-12) (2019)
Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy
Tracking Emerges by Colorizing Videos. ECCV (13) (2018)
Carl Vondrick, Abhinav Shrivastava, Alireza Fathi, Sergio Guadarrama, Kevin Murphy
Tracking Emerges by Colorizing Videos. CoRR (2018)
Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, C.-C. Jay Kuo
Instance Embedding Transfer to Unsupervised Video Object Segmentation. CVPR (2018)
Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, C.-C. Jay Kuo
Instance Embedding Transfer to Unsupervised Video Object Segmentation. CoRR (2018)
Mohammad Taghi Sabet, Hamid Reza Mohammadi Daniali, Alireza Fathi, Ebrahim Alizadeh
Experimental analysis of a low-cost dead reckoning navigation system for a land vehicle using a robust AHRS. Robotics Auton. Syst. 95 (2017)
Ahmad Mozaffari, Mahdi Emami, Nasser L. Azad, Alireza Fathi
Comparisons of several variants of continuous quantum-inspired evolutionary algorithms. J. Exp. Theor. Artif. Intell. 29 (4) (2017)
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors. CVPR (2017)
Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Jasper R. R. Uijlings
The Devil is in the Decoder. CoRR (2017)
Zbigniew Wojna, Jasper R. R. Uijlings, Sergio Guadarrama, Nathan Silberman, Liang-Chieh Chen, Alireza Fathi, Vittorio Ferrari
The Devil is in the Decoder. BMVC (2017)
Alireza Fathi, Zbigniew Wojna, Vivek Rathod, Peng Wang, Hyun Oh Song, Sergio Guadarrama, Kevin P. Murphy
Semantic Instance Segmentation via Deep Metric Learning. CoRR (2017)
Nasser L. Azad, Ahmad Mozaffari, Alireza Fathi
An optimal learning-based controller derived from Hamiltonian function combined with a cellular searching strategy for automotive coldstart emissions. Int. J. Mach. Learn. Cybern. 8 (3) (2017)
Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy
Speed/accuracy trade-offs for modern convolutional object detectors. CoRR (2016)
Ahmad Mozaffari, Nasser L. Azad, Mahdi Emami, Alireza Fathi
Mixed continuous/binary quantum-inspired learning system with non-negative least square optimisation for automated design of regularised ensemble extreme learning machines. J. Exp. Theor. Artif. Intell. 28 (3) (2016)
Mitra Asadi-Eydivand, Mehran Solati-Hashjin, Alireza Fathi, Mobin Padashi, Noor Azuan Abu Osman
Optimal design of a 3D-printed scaffold using intelligent evolutionary algorithms. Appl. Soft Comput. 39 (2016)
Sayed Mahmood Rabiee, Ahmad Mozaffari, Alireza Fathi
Investigation of hydroxyapatite dicalcium phosphate scaffold properties using a Lamarckian immune neural network. Int. J. Comput. Appl. Technol. 53 (4) (2016)
Ahmad Mozaffari, Nasser L. Azad, Alireza Fathi
Simultaneous knowledge-based identification and optimization of PHEV fuel economy using hyper-level Pareto-based chaotic Lamarckian immune algorithm, MSBA and fuzzy programming. Int. J. Intell. Comput. Cybern. 8 (1) (2015)
Ahmad Mozaffari, Mehdi Emami, Nasser L. Azad, Alireza Fathi
A Modified SSLPS Algorithm with Logistic Pseudo-Random Sequence Generator for Improving the Performance of Neka Power Plant: A Comparative/Conceptual Analysis. Int. J. Appl. Evol. Comput. 6 (1) (2015)
Ahmad Mozaffari, Mahdi Emami, Nasser L. Azad, Alireza Fathi
On the efficacy of chaos-enhanced heuristic walks with nature-based controllers for robust and accurate intelligent search, part A: an experimental analysis. J. Exp. Theor. Artif. Intell. 27 (4) (2015)
Ahmad Mozaffari, Alireza Fathi
An experimentally derived hybrid intelligent tool for analysing and optimising the clad height and melt-pool depth in laser solid freeform fabrication process. J. Exp. Theor. Artif. Intell. 27 (2) (2015)
Ahmad Mozaffari, Nasser L. Azad, Alireza Fathi
Auto-regressive multiple-valued logic neurons with sequential Chua's oscillator back-propagation learning for online prediction and synchronization of chaotic trajectories. Int. J. Intell. Comput. Cybern. 8 (2) (2015)
Yuke Zhu, Alireza Fathi, Li Fei-Fei
Reasoning about Object Affordances in a Knowledge Base Representation. ECCV (2) (2014)
Omid Heidari, Hamid M. Daniali, Alireza Fathi
Searching for Special Cases of the 6R Serial manipulators using Mutable Smart Bee Optimization Algorithm. Int. J. Robotics Autom. 29 (4) (2014)
Alireza Fathi, Ahmad Mozaffari
TGSR: the great salmon run optimisation algorithm. Int. J. Comput. Appl. Technol. 49 (3/4) (2014)
Ahmad Mozaffari, Moein Mohammadpour, Alireza Fathi, Mofid Gorji-Bandpy
A Fuzzy Model with Thermodynamic Based Consequents and a Niching Swarm-Based Supervisor to Capture the Uncertainties of Damavand Power System. Int. J. Appl. Metaheuristic Comput. 5 (3) (2014)
Alireza Fathi, Ahmad Mozaffari
Modeling a shape memory alloy actuator using an evolvable recursive black-box and hybrid heuristic algorithms inspired based on the annual migration of salmons in nature. Appl. Soft Comput. 14 (2014)
Serena Yeung, Alireza Fathi, Li Fei-Fei
VideoSET: Video Summary Evaluation through Text. CoRR (2014)
Ahmad Mozaffari, Nasser Lashgarian Azad, Alireza Fathi
Regularized machine learning through constraint swarm and evolutionary computation applied to regression problems. Int. J. Intell. Comput. Cybern. 7 (4) (2014)
Steve Mann, Kris M. Kitani, Yong Jae Lee, M. S. Ryoo, Alireza Fathi
An Introduction to the 3rd Workshop on Egocentric (First-Person) Vision. CVPR Workshops (2014)
Ahmad Mozaffari, Alireza Fathi, Saeed Behzadipour
An evolvable self-organizing neuro-fuzzy multilayered classifier with group method data handling and grammar-based bio-inspired supervisors for fault diagnosis of hydraulic systems. Int. J. Intell. Comput. Cybern. 7 (1) (2014)
Alireza Fathi, Ahmad Mozaffari
Vector optimization of laser solid freeform fabrication system using a hierarchical mutable smart bee-fuzzy inference system and hybrid NSGA-II/self-organizing map. J. Intell. Manuf. 25 (4) (2014)
Mohammad Kazem Akhlaghi, Alireza Fathi, Hamidreza Mohamadi Danyali, Mohamad Ali Khesali
A novel particle swarm optimiser with semi-active congregation and a nature-inspired supervising algorithm. Int. J. Comput. Sci. Eng. 9 (5/6) (2014)
Alireza Fathi, Ahmad Mozaffari
Identification of a dynamic model for shape memory alloy actuator using Hammerstein-Wiener gray box and mutable smart bee algorithm. Int. J. Intell. Comput. Cybern. 6 (4) (2013)
Ahmad Mozaffari, Alireza Fathi, Amir Khajepour, Ehsan Toyserkani
Optimal design of laser solid freeform fabrication system and real-time prediction of melt pool geometry using intelligent evolutionary algorithms. Appl. Soft Comput. 13 (3) (2013)
Alireza Fathi, James M. Rehg
Modeling Actions through State Changes. CVPR (2013)
Yin Li, Alireza Fathi, James M. Rehg
Learning to Predict Gaze in Egocentric Video. ICCV (2013)
Ahmad Mozaffari, Abas Ramiar, Alireza Fathi
Optimal design of classic Atkinson engine with dynamic specific heat using adaptive neuro-fuzzy inference system and mutable smart bee algorithm. Swarm Evol. Comput. 12 (2013)
Ahmad Mozaffari, Alireza Fathi
An introduction to synchronous self-learning Pareto strategy. CoRR (2013)
Ahmad Mozaffari, Ali M. Goudarzi, Alireza Fathi, Pendar Samadian
Bio-inspired methods for fast and robust arrangement of thermoelectric modulus. Int. J. Bio Inspired Comput. 5 (1) (2013)
Ahmad Mozaffari, Alireza Fathi
A natural-inspired optimization machine based on the annual migration of salmons in nature. CoRR (2013)
Alireza Fathi, Jessica K. Hodgins, James M. Rehg
Social interactions: A first-person perspective. CVPR (2012)
Ahmad Mozaffari, Alireza Fathi
Identifying the behaviour of laser solid freeform fabrication system using aggregated neural network and the great salmon run optimisation algorithm. Int. J. Bio Inspired Comput. 4 (5) (2012)
Zhefan Ye, Yin Li, Alireza Fathi, Yi Han, Agata Rozga, Gregory D. Abowd, James M. Rehg
Detecting eye contact using wearable eye-tracking glasses. UbiComp (2012)
Ahmad Mozaffari, Alireza Fathi, Saeed Behzadipour
The great salmon run: a novel bio-inspired algorithm for artificial system design and optimisation. Int. J. Bio Inspired Comput. 4 (5) (2012)
Alireza Fathi, Yin Li, James M. Rehg
Learning to Recognize Daily Actions Using Gaze. ECCV (1) (2012)
G. Abbasnejad, Hamid M. Daniali, Alireza Fathi
Architecture optimization of 4PUS+1PS parallel manipulator. Robotica 29 (5) (2011)
Alireza Fathi, Ali Farhadi, James M. Rehg
Understanding egocentric activities. ICCV (2011)
Alireza Fathi, Xiaofeng Ren, James M. Rehg
Learning to recognize objects in egocentric activities. CVPR (2011)
Alireza Fathi, Maria-Florina Balcan, Xiaofeng Ren, James M. Rehg
Combining Self Training and Active Learning for Video Segmentation. BMVC (2011)
Alireza Fathi, John Krumm
Detecting Road Intersections from GPS Traces. GIScience (2010)
Alireza Fathi, Greg Mori
Action recognition by learning mid-level motion features. CVPR (2008)
Tamara Smyth, Alireza Fathi
Voice synthesis usingthe generalized pressure-Controlled valve. ICMC (2008)
Mark S. Drew, Muntaseer Salahuddin, Alireza Fathi
A Standardized Workflow for Illumination-Invariant Image Extraction. Color Imaging Conference (2007)
Alireza Fathi, Greg Mori
Human Pose Estimation using Motion Exemplars. ICCV (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alireza Fathi