AF

Alireza Fathi

0000-0002-2909-144X

cs.CVcs.LGcs.AIcs.CLcs.GRcs.IRcs.NEcs.ROeess.IVAl2O3 ceramic orthodontic brackets

On Valency

published · living versions

Speed/accuracy trade-offs for modern convolutional object detectors

with Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu +6

1 version

W_bbtampfmv1 · current

Preprints & journals

37 papers in the corpus · 2013–2026

Pano3D: Unified 3D Reconstruction and Panoptic Segmentation

Victor Barberteguy, Ahmet Iscen, Mathilde Caron et al.

0 citations

2606.14307v22026European Conference on Computer Vision (ECCV) 2026

Life-Bench: A Benchmark and Knowledge Graph Framework for Multimodal Personalization Beyond Concept Recognition

Xia Hu, Honglei Zhuang, Brian Potetz et al.

0 citations

2602.19001v22026arXiv

RECODE: Reasoning Through Code Generation for Visual Question Answering

Junhong Shen, Mu Cai, Bo Hu et al.

0 citations

2510.13756v22025arXiv

VoCap: Video Object Captioning and Segmentation from Any Prompt

Jasper Uijlings, Xingyi Zhou, Xiuye Gu et al.

0 citations

2508.21809v12025arXiv

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames

Anurag Arnab, Ahmet Iscen, Mathilde Caron et al.

6 citations

2507.02001v12025arXiv

FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement

Ian Huang, Yanan Bao, Karen Truong et al.

7 citations

2503.04919v12025arXiv

Visual Lexicon: Rich Image Features in Language Space

XuDong Wang, Xingyi Zhou, Alireza Fathi et al.

1 citation

2412.06774v12024arXiv

Language-Guided Image Tokenization for Generation

Kaiwen Zha, Lijun Yu, Alireza Fathi et al.

3 citations

2412.05796v22024arXiv

Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach

Mathilde Caron, Alireza Fathi, Cordelia Schmid et al.

1 citation

2410.23676v12024arXiv

A Generative Approach for Wikipedia-Scale Visual Entity Recognition

Mathilde Caron, Ahmet Iscen, Alireza Fathi et al.

4 citations

2403.02041v22024arXiv

SceneCraft: An LLM Agent for Synthesizing 3D Scene as Blender Code

Ziniu Hu, Ahmet Iscen, Aashi Jain et al.

2 citations

2403.01248v12024arXiv

AVIS: Autonomous Visual Information Seeking with Large Language Model Agent

Ziniu Hu, Ahmet Iscen, Chen Sun et al.

18 citations

2306.08129v32023arXiv

Retrieval-Enhanced Contrastive Vision-Text Models

Ahmet Iscen, Mathilde Caron, Alireza Fathi et al.

6 citations

2306.07196v22023arXiv

Improving Image Recognition by Retrieving from Web-Scale Image-Text Data

Ahmet Iscen, Alireza Fathi, Cordelia Schmid

20 citations

2304.05173v12023arXiv

Learning Object-Centric Neural Scattering Functions for Free-Viewpoint Relighting and Scene Composition

Hong-Xing Yu, Michelle Guo, Alireza Fathi et al.

10 citations

2303.06138v42023Transactions on Machine Learning Research (TMLR), 2023

REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory

Ziniu Hu, Ahmet Iscen, Chen Sun et al.

94 citations

2212.05221v22022arXiv

A Memory Transformer Network for Incremental Learning

Ahmet Iscen, Thomas Bird, Mathilde Caron et al.

5 citations

2210.04485v12022arXiv

im2nerf: Image to Neural Radiance Field in the Wild

Lu Mi, Abhijit Kundu, David Ross et al.

7 citations

2209.04061v12022arXiv

Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation

Abhijit Kundu, Kyle Genova, Xiaoqi Yin et al.

226 citations

2205.04334v12022arXiv

PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map

Chenfeng Xu, Tian Li, Chen Tang et al.

27 citations

2204.10435v12022arXiv

Object-Centric Neural Scene Rendering

Michelle Guo, Alireza Fathi, Jiajun Wu et al.

56 citations

2012.08503v12020arXiv

Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection

Yue Wang, Alireza Fathi, Jiajun Wu et al.

9 citations

2009.11859v12020arXiv

Virtual Multi-view Fusion for 3D Semantic Segmentation

Abhijit Kundu, Xiaoqi Yin, Alireza Fathi et al.

169 citations

2007.13138v12020arXiv

An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds

Rui Huang, Wanyue Zhang, Abhijit Kundu et al.

95 citations

2007.12392v12020arXiv

Pillar-based Object Detection for Autonomous Driving

Yue Wang, Alireza Fathi, Abhijit Kundu et al.

235 citations

2007.10323v22020arXiv

DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes

Mahyar Najibi, Guangda Lai, Abhijit Kundu et al.

53 citations

2004.01170v22020arXiv

3D-MPA: Multi Proposal Aggregation for 3D Semantic Instance Segmentation

Francis Engelmann, Martin Bokeloh, Alireza Fathi et al.

222 citations

2003.13867v12020arXiv

Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction

Steven Hickson, Karthik Raveendran, Alireza Fathi et al.

15 citations

1906.06792v12019arXiv

Tracking Emerges by Colorizing Videos

Carl Vondrick, Abhinav Shrivastava, Alireza Fathi et al.

394 citations

1806.09594v22018arXiv

Instance Embedding Transfer to Unsupervised Video Object Segmentation

Siyang Li, Bryan Seybold, Alexey Vorobyov et al.

112 citations

1801.00908v22018arXiv

The Devil is in the Decoder: Classification, Regression and GANs

Zbigniew Wojna, Vittorio Ferrari, Sergio Guadarrama et al.

74 citations

1707.05847v32017arXiv

Effect of CO2 laser power intensity on the surface morphology and friction behavior of alumina ceramic brackets.

Rabiee, Sayed Mahmood, Eftekhari, Seyedeh Zeinab, Arash, Valiollah et al.

5 citations

284670152018Microscopy research and technique. 2017;80(8):923-929

Semantic Instance Segmentation via Deep Metric Learning

Alireza Fathi, Zbigniew Wojna, Vivek Rathod et al.

189 citations

1703.10277v12017arXiv

Speed/accuracy trade-offs for modern convolutional object detectors

Jonathan Huang, Vivek Rathod, Chen Sun et al.

2,741 citations

1611.10012v32016arXiv

VideoSET: Video Summary Evaluation through Text

Serena Yeung, Alireza Fathi, Li Fei-Fei

50 citations

1406.5824v12014arXiv

An introduction to synchronous self-learning Pareto strategy

Ahmad Mozaffari, Alireza Fathi

0 citations

1312.4132v12013arXiv

A natural-inspired optimization machine based on the annual migration of salmons in nature

Ahmad Mozaffari, Alireza Fathi

1 citation

1312.4078v12013arXiv

Career total: 146 works. 37 are in this corpus.

Profile built from the corpus for this byline.

146

works

9,942

citations

42

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