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Souvik Kundu
Souvik Kundu
1
Affiliations
Affiliations
Intel Labs
13
papers
257
total citations
papers (13)
HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise
ICCV 2021
arXiv
106
citations
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
COLM 2025
arXiv
41
citations
Fusing Models with Complementary Expertise
ICLR 2024
arXiv
41
citations
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding
ICLR 2025
arXiv
30
citations
CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing
COLM 2025
arXiv
24
citations
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data
ECCV 2024
arXiv
6
citations
Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation
NEURIPS 2025
arXiv
5
citations
OuroMamba: A Data-Free Quantization Framework for Vision Mamba
ICCV 2025
arXiv
4
citations
Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation
NEURIPS 2021
0
citations
Don’t just prune by magnitude! Your mask topology is a secret weapon
NEURIPS 2023
0
citations
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
ICML 2024
0
citations
Vision HGNN: An Image is More than a Graph of Nodes
ICCV 2023
0
citations
SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation
ICCV 2023
0
citations