Luca Benini
12 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π Conference Polyglot (7) π Academic Marathon (8) π§ Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(8)
π
Conference Pioneer
π
Century Club
(12)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(52)
Conferences
CVPR (3)
NIPS (3)
ICML (2)
AAAI (1)
CORL (1)
ICCV (1)
RSS (1)
Top co-authors
Keywords
neural network quantization
(1)
model compression
(1)
unsupervised learning
(1)
neural network compression
(1)
representation learning
(1)
continual learning
(1)
semantic segmentation
(1)
few-shot learning
(1)
image generation
(1)
anomaly detection
(1)
video understanding
(1)
class-incremental learning
(1)
neural architecture search
(1)
referring expression
(1)
image compression
(1)
instance segmentation
(1)
efficient inference
(1)
semantic alignment
(1)
deep learning
(1)
neural network architecture
(1)
Papers
RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning
CORL 2025
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning
ICCV 2025
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
ICML 2025
Semantic and Sequential Alignment for Referring Video Object Segmentation
CVPR 2025
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
ICML 2025
Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models
RSS 2025
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition
NIPS 2023
Training Quantised Neural Networks With STE Variants: The Additive Noise Annealing Algorithm
CVPR 2022
Constrained Few-Shot Class-Incremental Learning
CVPR 2022
Anomaly Detection Using Autoencoders in High Performance Computing Systems
AAAI 2019
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration
NIPS 2019
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
NIPS 2017