Alireza Fathi
22 papers · 2013–2025 · 6 venues · across top CS/AI venues
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Research topics
Computer Vision
(13)
Artificial Intelligence
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Deep Learning
(10)
Core AI Β· Artificial Intelligence
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Machine Learning
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Keywords
retrieval-augmented generation
(3)
vision-language model
(3)
large language model
(3)
action recognition
(2)
multimodal large language model
(2)
image generation
(2)
object detection
(2)
visual entity recognition
(2)
semantic segmentation
(2)
visual question answering
(2)
multimodal learning
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generative model
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weakly supervised learning
(1)
attention mechanism
(1)
self-supervised learning
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noisy label learning
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contrastive learning
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model architecture
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point cloud
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image captioning
(1)
Papers
FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement
CVPR 2025
Language-Guided Image Tokenization for Generation
CVPR 2025
Visual Lexicon: Rich Image Features in Language Space
CVPR 2025
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
CVPR 2024
Retrieval-Enhanced Contrastive Vision-Text Models
ICLR 2024
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
ICML 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
NeurIPS 2024
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
NeurIPS 2023
Improving Image Recognition by Retrieving From Web-Scale Image-Text Data
CVPR 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory
CVPR 2023
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation
CVPR 2022
PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map
ECCV 2022
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation
CVPR 2020
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
ECCV 2020
DOPS: Learning to Detect 3D Objects and Predict Their 3D Shapes
CVPR 2020
Pillar-based Object Detection for Autonomous Driving
ECCV 2020
Virtual Multi-view Fusion for 3D Semantic Segmentation
ECCV 2020
Instance Embedding Transfer to Unsupervised Video Object Segmentation
CVPR 2018
Tracking Emerges by Colorizing Videos
ECCV 2018
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors
CVPR 2017
Learning to Predict Gaze in Egocentric Video
ICCV 2013
Modeling Actions through State Changes
CVPR 2013