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03/23/2023
ENVIDR: Implicit Differentiable Renderer with Neural Environment Lighting
Recent advances in neural rendering have shown great potential for recon...
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03/08/2023
EvConv: Fast CNN Inference on Event Camera Inputs For High-Speed Robot Perception
Event cameras capture visual information with a high temporal resolution...
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01/23/2023
Architectural Support for Efficient Data Movement in Disaggregated Systems
Resource disaggregation offers a cost effective solution to resource sca...
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01/01/2023
DaeMon: Architectural Support for Efficient Data Movement in Disaggregated Systems
Resource disaggregation offers a cost effective solution to resource sca...
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12/13/2022
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems
Partitioning applications between NDP and host CPU cores causes inter-se...
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11/22/2022
Utopia: Efficient Address Translation using Hybrid Virtual-to-Physical Address Mapping
The conventional virtual-to-physical address mapping scheme enables a vi...
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10/17/2022
VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks
Real-time 3D mapping is a critical component in many important applicati...
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10/16/2022
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory
Recent nano-technological advances enable the Monolithic 3D (M3D) integr...
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10/15/2022
SPIDR: SDF-based Neural Point Fields for Illumination and Deformation
Neural radiance fields (NeRFs) have recently emerged as a promising appr...
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02/21/2022
GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis
Read mapping is a fundamental, yet computationally-expensive step in man...
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01/28/2022
CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture
Implicit neural representations with multi-layer perceptrons (MLPs) have...
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05/19/2021
QUAC-TRNG: High-Throughput True Random Number Generation Using Quadruple Row Activation in Commodity DRAM Chips
True random number generators (TRNG) sample random physical processes to...
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05/17/2021
MetaSys: A Practical Open-Source Metadata Management System to Implement and Evaluate Cross-Layer Optimizations
This paper introduces the first open-source FPGA-based infrastructure, M...
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05/08/2021
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks
Data movement between the CPU and main memory is a first-order obstacle ...
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01/19/2021
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures
Near-Data-Processing (NDP) architectures present a promising way to alle...
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05/15/2020
SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors
There are three domains in a modern thermally-constrained mobile system-...
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11/10/2019
Enhancing Programmability, Portability, and Performance with Rich Cross-Layer Abstractions
Programmability, performance portability, and resource efficiency have e...
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10/23/2019
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations
Important workloads, such as machine learning and graph analytics applic...
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05/22/2018
EcoRNN: Fused LSTM RNN Implementation with Data Layout Optimization
Long-Short-Term-Memory Recurrent Neural Network (LSTM RNN) is a state-of...
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05/08/2018
Exploiting Row-Level Temporal Locality in DRAM to Reduce the Memory Access Latency
This paper summarizes the idea of ChargeCache, which was published in HP...
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05/08/2018
SoftMC: Practical DRAM Characterization Using an FPGA-Based Infrastructure
This paper summarizes the SoftMC DRAM characterization infrastructure, w...
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05/02/2018
Decoupling GPU Programming Models from Resource Management for Enhanced Programming Ease, Portability, and Performance
The application resource specification--a static specification of severa...
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02/07/2018