Irfan Essa
30 papers · 2013–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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(7)
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Research topics
Deep Learning
(16)
Artificial Intelligence
(15)
Computer Vision
(14)
Machine Learning
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Core AI
(12)
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(8)
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Keywords
image generation
(4)
video generation
(3)
diffusion model
(3)
vision transformer
(3)
transfer learning
(3)
text-to-image generation
(2)
large language model
(2)
point cloud
(2)
reward model
(2)
language model
(2)
latent space
(2)
embodied ai
(2)
multi-task learning
(2)
scene understanding
(2)
preference optimization
(2)
embodied question answering
(2)
computer vision
(1)
anomaly detection
(1)
manifold learning
(1)
reinforcement learning
(1)
Papers
MapReduce LoRA: Advancing the Pareto Front in Multi-Preference Optimization for Generative Models
CVPR 2026
Africa Health Check: Probing Cultural Bias in Medical LLMs
EMNLP 2025
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset
ACL 2025
Calibrated Multi-Preference Optimization for Aligning Diffusion Models
CVPR 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
CVPR 2025
Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them
AAAI 2025
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
NeurIPS 2024
Language Model Beats Diffusion - Tokenizer is key to visual generation
ICLR 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
ECCV 2024
Photorealistic Video Generation with Diffusion Models
ECCV 2024
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
CVPR 2024
VideoPoet: A Large Language Model for Zero-Shot Video Generation
ICML 2024
Discrete Predictor-Corrector Diffusion Models for Image Synthesis
ICLR 2023
Emergence of Maps in the Memories of Blind Navigation Agents
ICLR 2023
MAGVIT: Masked Generative Video Transformer
CVPR 2023
MaskSketch: Unpaired Structure-Guided Masked Image Generation
CVPR 2023
Visual Prompt Tuning for Generative Transfer Learning
CVPR 2023
BLT: Bidirectional Layout Transformer for Controllable Layout Generation
ECCV 2022
Discrete Representations Strengthen Vision Transformer Robustness
ICLR 2022
Improved Masked Image Generation with Token-Critic
ECCV 2022
Sharing Decoders: Network Fission for Multi-Task Pixel Prediction
WACV 2022
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views
AAAI 2021
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames
ICLR 2020
Neural Design Network: Graphic Layout Generation with Constraints
ECCV 2020
Audio Visual Scene-Aware Dialog
CVPR 2019
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception
CVPR 2019
Efficient Hierarchical Graph-Based Segmentation of RGBD Videos
CVPR 2014
Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition
CVPR 2013
Beyond Sentiment: The Manifold of Human Emotions
AISTATS 2013
Geometric Context from Videos
CVPR 2013