LUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Pixel-Unshuffled Multi-level Feature Map Compression for FCVCM.
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2023
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation.
Proceedings of the 2022 IEEE Hot Chips 34 Symposium, 2022
Single image dehazing via atmospheric scattering model-based image fusion.
Signal Process., 2021
Single Image Dehazing of Road Scenes Using Spatially Adaptive Atmospheric Point Spread Function.
IEEE Access, 2021
Nighttime Single Image Dehazing Based on the Structural Patch Decomposition.
IEEE Access, 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers.
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Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Towards Scalable Analytics with Inference-Enabled Solid-State Drives.
IEEE Comput. Archit. Lett., 2020
Single image haze removal using multiple scattering model for road scenes.
Proceedings of the Autonomous Vehicles and Machines 2020, 2020
Reducing tail latency of DNN-based recommender systems using in-storage processing.
Proceedings of the APSys '20: 11th ACM SIGOPS Asia-Pacific Workshop on Systems, 2020
No-Reference Contrast Measurement for Color Images Based on Visual Stimulus.
IEEE Access, 2018
Non-Linear Masking based Contrast Enhancement via Illumination Estimation.
Proceedings of the Image Processing: Algorithms and Systems XVI, Burlingame, CA, USA, 28 January 2018, 2018
Decentralized Message Broker Federation Architecture with Multiple DHT Rings for High Survivability.
Proceedings of the Computational Science and Its Applications - ICCSA 2018, 2018
No-reference image contrast assessment based on just-noticeable-difference.
Proceedings of the Image Quality and System Performance XIV, Electronic Imaging 2017, 2017