SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations | Paper Citation Record

Observation a4363b93-9129-4fce-9fcf-7c4464c5e5f0 · outbound

This paper cites Fused-layer cnn accelerators,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Fused-layer cnn accelerators,

Reference 1

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Observation 56350b75-c8c8-4ced-804e-7d88be3c7cb6 · outbound

This paper cites Diannao: A small-footprint high-throughput accelerator for ubiqui- tous machine-learning,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Diannao: A small-footprint high-throughput accelerator for ubiqui- tous machine-learning,

Reference 2

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Observation aecab43f-e06f-4903-bc06-0913ea7b790c · outbound

This paper cites Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Eyeriss: An energy- efficient reconfigurable accelerator for deep convolutional neural net- works,

Reference 3

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Observation fcd6e8b5-4baa-457c-a660-4b9a6c5634ec · outbound

This paper cites Eyeriss v2: A flexible accelerator for emerging deep neural networks on mobile devices,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Eyeriss v2: A flexible accelerator for emerging deep neural networks on mobile devices,

Reference 4

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Observation 3a836484-a75d-4e04-bd51-1a471340f212 · outbound

This paper cites A 28.6 mj/iter stable diffusion processor for text-to-image generation with patch similarity-based sparsity augmentation and text-based mixed-precision,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations A 28.6 mj/iter stable diffusion processor for text-to-image generation with patch similarity-based sparsity augmentation and text-based mixed-precision,

Reference 5

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Observation 36de3f75-f31c-4a47-a410-2b47bb853a07 · outbound

This paper cites Flashattention-2: Faster attention with better parallelism and work partitioning,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Flashattention-2: Faster attention with better parallelism and work partitioning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:37.717251Z

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Observation 575e913b-76d3-4021-81dc-e68f900ac823 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 7

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Observation ddbcf4ac-bd3d-48a5-b010-4e0e130a3952 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 8

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Observation 5c66f929-38f2-42d8-ba64-8e56d536a806 · outbound

This paper cites Adaptable butterfly accelerator for attention-based nns via hardware and algorithm co-design,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Adaptable butterfly accelerator for attention-based nns via hardware and algorithm co-design,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:37.570101Z

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Observation f3d55eb2-32a4-47f4-a584-7c935bd4df1d · outbound

This paper cites Structural pruning for diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Structural pruning for diffusion models,

Reference 10

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Observation 9ff26373-5b9a-49e7-a5b4-9177074c8984 · outbound

This paper cites Gemmini: Enabling systematic deep- learning architecture evaluation via full-stack integration,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Gemmini: Enabling systematic deep- learning architecture evaluation via full-stack integration,

Reference 11

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Observation 276f4439-0060-4ac8-8e0c-6845d8ea7620 · outbound

This paper cites Aˆ 3: Accelerating attention mechanisms in neural networks with approximation,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Aˆ 3: Accelerating attention mechanisms in neural networks with approximation,

Reference 12

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Observation 8ad32429-d46a-463d-a353-94f079618426 · outbound

This paper cites A k-means clustering algorithm,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations A k-means clustering algorithm,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:37.045436Z

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Observation ea31d8cf-6a77-42d3-8d41-9178cf97b718 · outbound

This paper cites Ptqd: Accurate post-training quantization for diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Ptqd: Accurate post-training quantization for diffusion models,

Reference 14

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Observation cc9fb713-6b89-40dc-a72b-179006c7ab74 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Gaussian Error Linear Units (GELUs)

Reference 15

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Observation 11fd366c-ed41-4434-8e0d-1c54fd8595e4 · outbound

This paper cites Denoising diffusion probabilistic models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Denoising diffusion probabilistic models,

Reference 16

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Observation a4678885-969e-4a5f-86b7-82f6600a50de · outbound

This paper cites FlashDecoding++: Faster Large Language Model Inference on GPUs.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations FlashDecoding++: Faster Large Language Model Inference on GPUs

Reference 17

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Observation 577b58f7-16db-44fb-a0af-764c05bc2fa4 · outbound

This paper cites In-datacenter performance analysis of a tensor processing unit,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations In-datacenter performance analysis of a tensor processing unit,

Reference 18

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Observation bf274c72-d33c-44f7-b794-74bc6ede3a64 · outbound

This paper cites Stripes: Bit-serial deep neural network computing,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Stripes: Bit-serial deep neural network computing,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.874529Z

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Observation 20c5ebdf-26f1-40ec-a68d-3eb498b13374 · outbound

This paper cites Flat: An optimized dataflow for mitigating attention bottlenecks,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Flat: An optimized dataflow for mitigating attention bottlenecks,

Reference 20

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Observation c1f2bbf0-bf93-458a-98eb-30b67d943c51 · outbound

This paper cites Elucidating the design space of diffusion-based generative models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Elucidating the design space of diffusion-based generative models,

Reference 21

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Observation fdd9e08e-fda2-4cfd-9b37-4049fc632419 · outbound

This paper cites Bk-sdm: Archi- tecturally compressed stable diffusion for efficient text-to-image gen- eration,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Bk-sdm: Archi- tecturally compressed stable diffusion for efficient text-to-image gen- eration,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.707389Z

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Observation 499116ea-dfcf-4593-baba-f0ce8171e7c4 · outbound

This paper cites I-BERT: Integer-only BERT Quantization.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations I-BERT: Integer-only BERT Quantization

Reference 23

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Observation ff7dada2-ed6b-4b18-94ab-09072f391012 · outbound

This paper cites Full Stack Optimization of Transformer Inference: a Survey.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Full Stack Optimization of Transformer Inference: a Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:28.605678Z

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Observation 33a1c643-67ef-42e9-8d38-68e818ca0bd4 · outbound

This paper cites Cambricon-D: Full-network differential acceleration for diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Cambricon-D: Full-network differential acceleration for diffusion models,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.585791Z

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Observation 223eaf43-bad7-40e1-a87a-44a88de2e9eb · outbound

This paper cites Packing sparse convolutional neural networks for efficient systolic array implementations: Column combining under joint optimization,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Packing sparse convolutional neural networks for efficient systolic array implementations: Column combining under joint optimization,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.401166Z

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Observation f8eaa0ea-590c-4fe0-8f82-9371aae37e7d · outbound

This paper cites Measuring the gap between fpgas and asics,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Measuring the gap between fpgas and asics,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.278314Z

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Observation dea5ddca-7c5a-4d69-9773-15a20e0fb792 · outbound

This paper cites Maeri: Enabling flexible dataflow mapping over dnn accelerators via reconfigurable intercon- nects,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Maeri: Enabling flexible dataflow mapping over dnn accelerators via reconfigurable intercon- nects,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:36.129614Z

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Observation 7e542467-9c50-49c9-9329-aa75305c2e11 · outbound

This paper cites Q-diffusion: Quantizing diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Q-diffusion: Quantizing diffusion models,

Reference 29

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Observation a81acded-d5c9-443d-b2e1-9174b69af8aa · outbound

This paper cites Snapfusion: Text-to-image diffusion model on mobile devices within two seconds,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Snapfusion: Text-to-image diffusion model on mobile devices within two seconds,

Reference 30

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Observation 4714c64a-a788-4167-ac6e-e14981ccc781 · outbound

This paper cites Davinci: A scalable architecture for neural network computing.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Davinci: A scalable architecture for neural network computing

Reference 31

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Observation 4aa4b7c3-0da9-4f0b-b1da-296e9a2f5481 · outbound

This paper cites Microsoft coco: Common objects in context,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Microsoft coco: Common objects in context,

Reference 32

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Observation a6c41ac0-22ab-405b-a95d-7b7c96c85134 · outbound

This paper cites Pseudo Numerical Methods for Diffusion Models on Manifolds.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Pseudo Numerical Methods for Diffusion Models on Manifolds

Reference 33

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Observation a978ccec-0cc4-45e3-8283-83313812b5a7 · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps,

Reference 34

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Observation 1fac6c3a-3813-42a4-bf08-f4b70697eedc · outbound

This paper cites Sanger: A co-design framework for enabling sparse attention using reconfigurable architecture,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Sanger: A co-design framework for enabling sparse attention using reconfigurable architecture,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:35.687705Z

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Observation 94ea35e7-bf54-49ff-87cb-f0f4a01b2ba4 · outbound

This paper cites Flexflow: A flexible dataflow accelerator architecture for convolutional neural networks,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Flexflow: A flexible dataflow accelerator architecture for convolutional neural networks,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:35.530460Z

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Observation 4d9934ec-53dc-43af-878c-59ad853df272 · outbound

This paper cites Accelerating Diffusion Models via Early Stop of the Diffusion Process.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Accelerating Diffusion Models via Early Stop of the Diffusion Process

Reference 37

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Observation 5c66eeea-ab27-444d-86de-7a776742bd3a · outbound

This paper cites Deepcache: Accelerating diffusion models for free,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Deepcache: Accelerating diffusion models for free,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:35.402790Z

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Observation 1a7636bd-7e50-4d83-9a76-bef230363d98 · outbound

This paper cites On distillation of guided diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations On distillation of guided diffusion models,

Reference 39

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Observation fa463e38-8513-456a-8886-6d28826c27c3 · outbound

This paper cites Online normalizer calculation for softmax.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Online normalizer calculation for softmax

Reference 40

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This paper cites A White Paper on Neural Network Quantization.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations A White Paper on Neural Network Quantization

Reference 41

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This paper cites Vitality: Pro- moting serendipitous discovery of academic literature with transformers & visual analytics,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Vitality: Pro- moting serendipitous discovery of academic literature with transformers & visual analytics,

Reference 42

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Observation 5a29d643-91a1-474b-9b63-213bdacc13cb · outbound

This paper cites Nvidia deep learning accelerator.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Nvidia deep learning accelerator

Reference 43

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Observation 88e12faf-d1ae-42df-bbb3-78b748c0b107 · outbound

This paper cites T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching

Reference 44

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Observation 68f202c4-40ca-44b4-b818-3b63ccde0c72 · outbound

This paper cites Hybrid memory cube (hmc),.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Hybrid memory cube (hmc),

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.848781Z

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Observation 94605ce7-6766-4cd8-b055-73c23b606894 · outbound

This paper cites Sigma: A sparse and irregular gemm ac- celerator with flexible interconnects for dnn training,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Sigma: A sparse and irregular gemm ac- celerator with flexible interconnects for dnn training,

Reference 46

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Observation 4c55dda5-92f4-4bef-9f45-b3c3518e601a · outbound

This paper cites Dota: detect and omit weak attentions for scalable transformer acceleration,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Dota: detect and omit weak attentions for scalable transformer acceleration,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.619467Z

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Observation 007f0cc1-0712-4e2a-9ff6-abf85e4e5afb · outbound

This paper cites Zero-shot text-to-image generation,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Zero-shot text-to-image generation,

Reference 48

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Observation ce525e2e-9584-4c19-b81a-b65331c3eb55 · outbound

This paper cites High- resolution image synthesis with latent diffusion models,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations High- resolution image synthesis with latent diffusion models,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.498668Z

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Observation 48382217-9591-4ada-baec-7863e67baf59 · outbound

This paper cites Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Fast High-Resolution Image Synthesis with Latent Adversarial Diffusion Distillation

Reference 50

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Observation 25ad2139-25f3-4053-b7c9-9f0f6cd3567b · outbound

This paper cites Adversarial Diffusion Distillation.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Adversarial Diffusion Distillation

Reference 51

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Observation 202cb4e3-a58f-4077-9523-9e0572c30c91 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Deep unsupervised learning using nonequilibrium thermodynamics,

Reference 52

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This paper cites An accelerator for sparse convolutional neural networks leveraging systolic general matrix- matrix multiplication,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations An accelerator for sparse convolutional neural networks leveraging systolic general matrix- matrix multiplication,

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.310387Z

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Observation 007f6832-5df7-408c-a030-53696da5fd73 · outbound

This paper cites Drq: dynamic region-based quantization for deep neural network acceleration,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Drq: dynamic region-based quantization for deep neural network acceleration,

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:31.797563Z

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Observation d5029307-bc6a-4b06-a369-e3aa81b27a4f · outbound

This paper cites Softermax: Hardware/software co-design of an efficient softmax for transformers,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Softermax: Hardware/software co-design of an efficient softmax for transformers,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.164518Z

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Observation 29210a47-12c8-49fd-a0f1-c6909e4ff087 · outbound

This paper cites Sze, Y .-H.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Sze, Y .-H

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:34.042466Z

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Observation 124132b2-5f15-4b3c-aad4-a8712aca168d · outbound

This paper cites FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations FEATHER: A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:32.037527Z

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Observation 37724ca2-3429-464a-9245-50263bc72c16 · outbound

This paper cites Spatten: Efficient sparse attention architecture with cascade token and head pruning,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Spatten: Efficient sparse attention architecture with cascade token and head pruning,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.893259Z

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Observation 30e66839-934a-4621-879b-ddcc5dc33f1e · outbound

This paper cites Automated systolic array architecture synthesis for high throughput cnn inference on fpgas,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Automated systolic array architecture synthesis for high throughput cnn inference on fpgas,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.748789Z

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Observation 6fad87fc-2c3f-498c-bc2d-7f8073fa05d0 · outbound

This paper cites Cache me if you can: Accelerating diffusion models through block caching,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Cache me if you can: Accelerating diffusion models through block caching,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.623912Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f42b9cb-0cde-47d1-a3ff-7cd85d731531 · outbound

This paper cites Denoising Diffusion Step-aware Models.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Denoising Diffusion Step-aware Models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:32.387584Z

Source-reported events for the cited work

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Observation a56da747-701c-48ba-b025-87eec6584fcd · outbound

This paper cites Vitcod: Vision transformer acceleration via dedicated algorithm and accelerator co-design,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Vitcod: Vision transformer acceleration via dedicated algorithm and accelerator co-design,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.487454Z

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Observation b7568541-b979-4092-a208-5c609a598400 · outbound

This paper cites Scaling Autoregressive Models for Content-Rich Text-to-Image Generation.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:07:32.534698Z

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Observation 342e2629-7c39-4adb-9b1d-5ce67789ce0b · outbound

This paper cites NN-LUT: Neural Approximation of Non-Linear Operations for Efficient Transformer Inference.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations NN-LUT: Neural Approximation of Non-Linear Operations for Efficient Transformer Inference

Reference 64

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:07:32.945823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0437acc0-d05d-4b9d-accd-60086cecb6c0 · outbound

This paper cites Optimizing fpga-based accelerator design for deep convolutional neural networks,.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Optimizing fpga-based accelerator design for deep convolutional neural networks,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.378489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f62dca4-47d0-477f-acf3-e527a5a0d1af · outbound

This paper cites Zhu, https://github.com/Lyken17/pytorch-OpCounter, 2018.

SD-Acc: Accelerating Stable Diffusion through Phase-aware Sampling and Hardware Co-Optimizations Zhu, https://github.com/Lyken17/pytorch-OpCounter, 2018

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:07:33.287471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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