PPaperPicks

Kaushik Roy

Purdue University, West Lafayette, IN, USA

21 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0735-9695 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×4WACV ×4NeurIPS ×3EMNLP ×2ICLR ×2IROS ×2AAAI ×1CVPR ×1ICCV ×1ICRA ×1

Frequent coauthors

Deepak Ravikumar
×6
Efstathia Soufleri
×5
Arani Roy
×4
Sakshi Choudhary
×4
Marco Paul E. Apolinario
×3
Shristi Das Biswas
×3
Adarsh Kosta
×3
Utkarsh Saxena
×2
Sai Aparna Aketi
×2
Gobinda Saha
×2
Amogh Joshi
×2
Abolfazl Hashemi
×2

Papers

  1. Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning
    WACV 2026 ·
    Arani Roy
    ,
    Marco Paul E. Apolinario
    ,
    Shristi Das Biswas
    , Kaushik Roy
  2. Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding
    WACV 2026 ·
    Shristi Das Biswas
    ,
    Efstathia Soufleri
    ,
    Arani Roy
    , Kaushik Roy
  3. CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning
    ICCV 2025 ·
    Marco Paul E. Apolinario
    ,
    Sakshi Choudhary
    , Kaushik Roy
  4. CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models
    NeurIPS 2025 ·
    Shristi Das Biswas
    ,
    Arani Roy
    , Kaushik Roy
  5. DCT-CryptoNets: Scaling Private Inference in the Frequency Domain
    ICLR 2025 ·
    Arjun Roy
    , Kaushik Roy
  6. Improved Out-of-Distribution Detection with Additive Angular Margin Loss
    CVPR 2025 ·
    Deepak Ravikumar
    ,
    Efstathia Soufleri
    , Kaushik Roy
  7. LLS: Local Learning Rule for Deep Neural Networks Inspired by Neural Activity Synchronization
    WACV 2025 ·
    Marco Paul E. Apolinario
    ,
    Arani Roy
    , Kaushik Roy
  8. ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals
    ICML 2025 ·
    Utkarsh Saxena
    ,
    Sayeh Sharify
    , Kaushik Roy,
    Xin Wang
  9. SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data
    WACV 2025 ·
    Sakshi Choudhary
    ,
    Sai Aparna Aketi
    , Kaushik Roy
  10. SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness
    AAAI 2025 ·
    Sangamesh Kodge
    ,
    Deepak Ravikumar
    ,
    Gobinda Saha
    , Kaushik Roy
  11. SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning
    ICRA 2025 ·
    Amogh Joshi
    ,
    Adarsh Kosta
    , Kaushik Roy
  12. Towards Memorization Estimation: Fast, Formal and Free
    ICML 2025 ·
    Deepak Ravikumar
    ,
    Efstathia Soufleri
    ,
    Abolfazl Hashemi
    , Kaushik Roy
  13. Averaging Rate Scheduler for Decentralized Learning on Heterogeneous Data
    ICLR 2024 ·
    Sai Aparna Aketi
    ,
    Sakshi Choudhary
    , Kaushik Roy
  14. Best of Both Worlds: Hybrid SNN-ANN Architecture for Event-based Optical Flow Estimation
    IROS 2024 ·
    Shubham Negi
    ,
    Deepika Sharma
    ,
    Adarsh Kumar Kosta
    , Kaushik Roy
  15. Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
    NeurIPS 2024 ·
    Deepak Ravikumar
    ,
    Efstathia Soufleri
    , Kaushik Roy
  16. Eigen Attention: Attention in Low-Rank Space for KV Cache Compression
    EMNLP 2024 ·
    Utkarsh Saxena
    ,
    Gobinda Saha
    ,
    Sakshi Choudhary
    , Kaushik Roy
  17. FEDORA: A Flying Event Dataset fOr Reactive behAvior
    IROS 2024 ·
    Amogh Joshi
    ,
    Wachirawit Ponghiran
    ,
    Adarsh Kosta
    ,
    Manish Nagaraj
    , Kaushik Roy
  18. Memorization Through the Lens of Curvature of Loss Function Around Samples
    ICML 2024 ·
    Isha Garg
    ,
    Deepak Ravikumar
    , Kaushik Roy
  19. OPEL: Optimal Transport Guided ProcedurE Learning
    NeurIPS 2024 ·
    Sayeed Shafayet Chowdhury
    ,
    Soumyadeep Chandra
    , Kaushik Roy
  20. Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models
    EMNLP 2024 ·
    Kang He
    ,
    Yinghan Long
    , Kaushik Roy
  21. Unveiling Privacy, Memorization, and Input Curvature Links
    ICML 2024 ·
    Deepak Ravikumar
    ,
    Efstathia Soufleri
    ,
    Abolfazl Hashemi
    , Kaushik Roy