DEEPAK KUMAR

Employment

• Indian Institute of Technology Patna

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• RA-LaWKeR: RAM-Aware Kernels Reconstruction With Tile-Based LRA for Efficient Deep Learning on MCUs
  IEEE Internet of Things Journal 2026 DOI: 10.1109/JIOT.2026.3701635
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• Structured 3D to 2D Tensor Projection for Efficient Low-Rank Deep Learning Model Compression
  IEEE Embedded Systems Letters 2026 DOI: 10.1109/LES.2025.3644378
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• Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs
  Arxiv 2026 DOI: 10.48550/arXiv.2605.12242
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• On-Chip Memory Optimization for Deep Learning Inference on Resource-Deficient Devices
  IEEE Transactions on Circuits and Systems for Artificial Intelligence 2025 DOI: 10.1109/TCASAI.2024.3523858
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• Does Vision Still Help? Multimodal Translation with CLIP-Based Image Selection
  Techrxiv 2025 DOI: 10.36227/techrxiv.176739488.86231410/v1
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• Enhancing Translation with Multimodal LLMs: Is Visual Information Still Beneficial?
  Techrxiv 2025 DOI: 10.36227/techrxiv.176739465.56599392/v1
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• Evaluation of LLM for English to Hindi Legal Domain Machine Translation Systems
  Conference on Machine Translation Proceedings 2025 DOI: 10.18653/v1/2025.wmt-1.57
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• Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization
  Conference on Machine Translation Proceedings 2025 DOI: 10.18653/v1/2025.wmt-1.38
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• Leveraging High-Fidelity LLMs for Synthetic Data Generation: A Scalable Pivot Strategy
  Techrxiv 2025 DOI: 10.36227/techrxiv.176774200.01023088/v1
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• Optimized EEG Multi-Noise Removal and Compression: Deploying a PbP-QLP Enhanced Autoencoder on STM32 Microcontroller
  IEEE Transactions on Consumer Electronics 2025 DOI: 10.1109/TCE.2025.3562388
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