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Deepak Ramachandran

10 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

CVPR ×2ICLR ×2NeurIPS ×2AAAI ×1ACL ×1ICCV ×1ICML ×1

Frequent coauthors

Junfeng He
×4
Sarah Young
×3
Ibtihel Amara
×2
Ahmed Imtiaz Humayun
×2
Cristina Nader Vasconcelos
×2
Golnoosh Farnadi
×2
Katherine A. Heller
×2
Mohammad Havaei
×2
Negar Rostamzadeh
×2
Moonkyung Ryu
×2
Gang Li
×2
Sahil Singla
×2

Papers

  1. Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
    ICCV 2025 ·
    Ibtihel Amara
    ,
    Ahmed Imtiaz Humayun
    ,
    Ivana Kajic
    ,
    Zarana Parekh
    ,
    Natalie Harris
    ,
    Sarah Young
    ,
    Chirag Nagpal
    ,
    Najoung Kim
    ,
    Junfeng He
    ,
    Cristina Nader Vasconcelos
    , Deepak Ramachandran,
    Golnoosh Farnadi
    ,
    Katherine A. Heller
    ,
    Mohammad Havaei
    ,
    Negar Rostamzadeh
  2. Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
    CVPR 2025 ·
    Xiaoying Xing
    ,
    Avinab Saha
    ,
    Junfeng He
    ,
    Susan Hao
    ,
    Paul Vicol
    ,
    Moonkyung Ryu
    ,
    Gang Li
    ,
    Sahil Singla
    ,
    Sarah Young
    ,
    Yinxiao Li
    ,
    Feng Yang
    , Deepak Ramachandran
  3. Preference Adaptive and Sequential Text-to-Image Generation
    ICML 2025 ·
    Ofir Nabati
    ,
    Guy Tennenholtz
    ,
    Chih-Wei Hsu
    ,
    Moonkyung Ryu
    , Deepak Ramachandran,
    Yinlam Chow
    ,
    Xiang Li
    ,
    Craig Boutilier
  4. Robust LLM Alignment via Distributionally Robust Direct Preference Optimization
    NeurIPS 2025 ·
    Zaiyan Xu
    ,
    Sushil Vemuri
    ,
    Kishan Panaganti
    ,
    Dileep Kalathil
    ,
    Rahul Jain
    , Deepak Ramachandran
  5. What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
    ICLR 2025 ·
    Ahmed Imtiaz Humayun
    ,
    Ibtihel Amara
    ,
    Cristina Nader Vasconcelos
    , Deepak Ramachandran,
    Candice Schumann
    ,
    Junfeng He
    ,
    Katherine A. Heller
    ,
    Golnoosh Farnadi
    ,
    Negar Rostamzadeh
    ,
    Mohammad Havaei
  6. Demystifying Embedding Spaces using Large Language Models
    ICLR 2024 ·
    Guy Tennenholtz
    ,
    Yinlam Chow
    ,
    Chih-Wei Hsu
    ,
    Jihwan Jeong
    ,
    Lior Shani
    ,
    Azamat Tulepbergenov
    , Deepak Ramachandran,
    Martin Mladenov
    ,
    Craig Boutilier
  7. Prompt Expansion for Adaptive Text-to-Image Generation
    ACL 2024 ·
    Siddhartha Datta
    ,
    Alexander Ku
    , Deepak Ramachandran,
    Peter Anderson
  8. Rich Human Feedback for Text-to-Image Generation
    CVPR 2024 ·
    Youwei Liang
    ,
    Junfeng He
    ,
    Gang Li
    ,
    Peizhao Li
    ,
    Arseniy Klimovskiy
    ,
    Nicholas Carolan
    ,
    Jiao Sun
    ,
    Jordi Pont-Tuset
    ,
    Sarah Young
    ,
    Feng Yang
    ,
    Junjie Ke
    ,
    Krishnamurthy Dj Dvijotham
    ,
    Katherine M. Collins
    ,
    Yiwen Luo
    ,
    Yang Li
    ,
    Kai J. Kohlhoff
    , Deepak Ramachandran,
    Vidhya Navalpakkam
  9. TaskLAMA: Probing the Complex Task Understanding of Language Models
    AAAI 2024 ·
    Quan Yuan
    ,
    Mehran Kazemi
    ,
    Xin Xu
    ,
    Isaac Noble
    ,
    Vaiva Imbrasaite
    , Deepak Ramachandran
  10. e-COP : Episodic Constrained Optimization of Policies
    NeurIPS 2024 ·
    Akhil Agnihotri
    ,
    Rahul Jain
    , Deepak Ramachandran,
    Sahil Singla