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Souvik Kundu

32 papers · 2016–2025 · 11 venues · across top CS/AI venues

This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 41% of them. Pick the group below that matches the researcher you mean. How a shared name is split.

Achievements are not shown for a combined profile - each one describes a single researcher's record, which this is not.

Which Souvik Kundu?

5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.

with Massoud Pedram, Peter A. Beerel, Gourav Datta 13 papers · 2021–2025 · WACV, EMNLP, ICLR Hide ▲
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025 MambaExtend: A Training-Free Approach to Improve Long Context Extension of Mamba ICLR 2025 MaskVD: Region Masking for Efficient Video Object Detection WACV 2025 Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression EMNLP 2025 AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models ACL 2024 LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation EMNLP 2024 FLOAT: Fast Learnable Once-for-All Adversarial Training for Tunable Trade-Off Between Accuracy and Robustness WACV 2023 Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference ICLR 2023 SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation ICCV 2023 Self-Attentive Pooling for Efficient Deep Learning WACV 2023 Analyzing the Confidentiality of Undistillable Teachers in Knowledge Distillation NeurIPS 2021 HIRE-SNN: Harnessing the Inherent Robustness of Energy-Efficient Deep Spiking Neural Networks by Training With Crafted Input Noise ICCV 2021 Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021
8 papers whose co-authors appear nowhere else under this name
LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding ICLR 2025 LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression NAACL 2025 Scaling Long Context Training Data by Long-Distance Referrals ICLR 2025 Fusing Models with Complementary Expertise ICLR 2024 GenQ: Quantization in Low Data Regimes with Generative Synthetic Data ECCV 2024 ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NeurIPS 2024 Exploiting Explicit Paths for Multi-hop Reading Comprehension ACL 2019 Incorporating a Generative Front-End Layer to Deep Neural Network for Noise Robust Automatic Speech Recognition Interspeech 2016

Venues · all papers under this name

ICLR (5) ACL (4) EMNLP (4) ICCV (4) WACV (4) ICML (3) NeurIPS (3) ECCV (2) COLING (1) Interspeech (1) NAACL (1)