Hermann Kumbong
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
CVPR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
image generation
(1)
hierarchical modeling
(1)
knowledge distillation
(1)
state-space model
(1)
autoregressive model
(1)
sequence model
(1)
masked prediction
(1)
inference efficiency
(1)
auto-regressive model
(1)
inference speed
(1)
visual autoregressive
(1)
hierarchical generation
(1)
convolution neural network
(1)
autoregressive image generation
(1)
visual autoregressive modeling
(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
NIPS 2023