Hermann Kumbong
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
model compression
(2)
quantization
(1)
sequence modeling
(1)
image generation
(1)
hierarchical modeling
(1)
knowledge distillation
(1)
transformer efficiency
(1)
efficient computing
(1)
kernel fusion
(1)
state space model
(1)
autoregressive model
(1)
memory usage
(1)
sequence model
(1)
masked prediction
(1)
inference efficiency
(1)
fast fourier transform
(1)
linear attention
(1)
model optimization
(1)
inference speed
(1)
visual autoregressive
(1)
Papers
HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
CVPR 2025
LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits
ICML 2025
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
ICLR 2024
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
ICLR 2024
Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
NeurIPS 2023