Hemanth Saratchandran

Venues

Frequent coauthors

Papers

1. SineLoRA∆: Sine-Activated Delta Compression
   AAAI 2026 ·

   Cameron Gordon

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2. Always Skip Attention
   ICCV 2025 ·

   Yiping Ji

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3. Efficient Learning with Sine-Activated Low-Rank Matrices
   ICLR 2025 ·

   Yiping Ji

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4. Enhancing Transformers Through Conditioned Embedded Tokens
   ICCV 2025 · Hemanth Saratchandran
5. Preconditioners for the Stochastic Training of Neural Fields
   CVPR 2025 ·

   Shin-Fang Ch'ng

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6. RandLoRA: Full rank parameter-efficient fine-tuning of large models
   ICLR 2025 ·

   Paul Albert

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7. Spectral Conditioning of Attention Improves Transformer Performance
   NeurIPS 2025 · Hemanth Saratchandran
8. Structured Initialization for Vision Transformers
   NeurIPS 2025 ·

   Jianqiao Zheng

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9. Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product
   ICCV 2025 ·

   Paul Albert

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10. A sampling theory perspective on activations for implicit neural representations
    ICML 2024 · Hemanth Saratchandran
11. From Activation to Initialization: Scaling Insights for Optimizing Neural Fields
    CVPR 2024 · Hemanth Saratchandran
12. Invertible Neural Warp for NeRF
    ECCV 2024 ·

    Shin-Fang Ch'ng

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13. Weight Conditioning for Smooth Optimization of Neural Networks
    ECCV 2024 · Hemanth Saratchandran