| Beyond Classification: Task-Dependent Learnability under Privacy-Motivated Image Transformations added by Syntology |
2026-08 (from id) |
LeonRanke/Task-Dependent-Learnability/src/models/jpdvt.py 9e659b2de5a116a5 |
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2026-08 (from id) |
FireRedTeam/FireRedAudio/fireredaudio/flow/estimator.py 62fcb3912a967a50 |
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2026-08 (from id) |
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2026-08 (from id) |
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2026-08 (from id) |
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2026-07 (from id) |
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2026-06 (from id) |
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2026-05 (from id) |
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2026-05 (from id) |
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2026-05 (from id) |
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2026-03 (from id) |
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| mmWave-Diffusion:A Novel Framework for Respiration Sensing Using Observation-Anchored Conditional Diffusion Model added by Syntology |
2026-03 (from id) |
goodluckyongw/mmWave-Diffusion/network.py b39a0ec04592a909 |
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| RoboMME: Benchmarking and Understanding Memory for Robotic Generalist Policies added by Syntology |
2026-03 (from id) |
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| Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model added by Syntology |
2026-01 (from id) |
ml4bio/RiboDiffusion/models/transformer_layer.py 62fcb3912a967a50 |
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2025-12 (from id) |
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AIDC-AI/Omni-View/modeling/bagel/bagel.py ed311bf19f15387b |
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| InertialAR: Autoregressive 3D Molecule Generation with Inertial Frames added by Syntology |
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2025-10 (from id) |
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2025-10 (from id) |
liamyzq/DiT_time_series_imputation/model.py 6e70b33eaf6632c5 |
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| Hierarchical Bracketing Encodings Work for Dependency Graphs added by Syntology |
2025-09 (from id) |
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| SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning added by Syntology |
2025-08 (from id) |
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| arXiv:2507.12001 |
2025-07 (from id) |
wslh852/AUBlendNet/models/stage2.py 03310bba324ae4fb |
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| Streaming 4D Visual Geometry Transformer |
15 Jul 2025 |
wzzheng/streamvggt/src/streamvggt/heads/camera_head.py ed311bf19f15387b |
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| arXiv:2507.09391 |
2025-07 (from id) |
peterpaohuang/ncgn/adaptations/DiT_dmp/models.py 03310bba324ae4fb |
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| Flow-Anchored Consistency Models |
4 Jul 2025 |
ali-vilab/FACM/ldit/lightningdit.py 12924cbdbc48113b |
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| CaO$_2$: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation |
27 Jun 2025 |
hatchetproject/cao2/models.py 03310bba324ae4fb |
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| Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture |
24 Jun 2025 |
scxue/ao-gpt-mdm/model_AOGPT_AdaLN6_NoRep_cond_128_trunc_qknorm.py 62fcb3912a967a50 |
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| Watermarking Autoregressive Image Generation |
19 Jun 2025 |
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| Show-o2: Improved Native Unified Multimodal Models |
18 Jun 2025 |
showlab/Show-o/show-o2/models/modules.py 0a0354ad9a87e572 |
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| DiffusionBlocks: Blockwise Training for Generative Models via Score-Based Diffusion |
17 Jun 2025 |
SakanaAI/DiffusionBlocks/vit.py 03310bba324ae4fb |
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| SlotPi: Physics-informed Object-centric Reasoning Models |
12 Jun 2025 |
intell-sci-comput/slotpi/models/diffusion_slot_CVDT.py c081e2d896c9bd7b |
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| MagiCodec: Simple Masked Gaussian-Injected Codec for High-Fidelity Reconstruction and Generation |
31 May 2025 |
Ereboas/MagiCodec/components/block.py 9da99d54baee61a5 |
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| Partition Generative Modeling: Masked Modeling Without Masks |
24 May 2025 |
kuleshov-group/mdlm/models/dit.py 78b555034273f3c7 |
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| Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention |
23 May 2025 |
DreamTechAI/Direct3D-S2/direct3d_s2/modules/utils.py 03310bba324ae4fb |
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| DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling |
16 May 2025 |
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| Unified Continuous Generative Models |
12 May 2025 |
LINs-Lab/UCGM/networks/sit.py 03310bba324ae4fb |
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| Unified Continuous Generative Models |
12 May 2025 |
LINs-Lab/UCGM/networks/ddt.py 62fcb3912a967a50 |
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| Unified Continuous Generative Models |
12 May 2025 |
LINs-Lab/UCGM/networks/lightningdit.py 5ea6b9bd142d4069 |
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| Autoregressive Distillation of Diffusion Transformers |
15 Apr 2025 |
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| Lumina-Image 2.0: A Unified and Efficient Image Generative Framework |
27 Mar 2025 |
Alpha-VLLM/Lumina-Image-2.0/models/model.py 128eb60a7316f121 |
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| Halton Scheduler For Masked Generative Image Transformer |
21 Mar 2025 |
valeoai/halton-maskgit/Network/transformer.py 03310bba324ae4fb |
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| Uni-3DAR: Unified 3D Generation and Understanding via Autoregression on Compressed Spatial Tokens |
20 Mar 2025 |
dptech-corp/uni-3dar/uni3dar/models/diffusion_prediction_head.py 62fcb3912a967a50 |
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| arXiv:2503.12450 |
2025-03 (from id) |
feihongyan1/LazyMAR/models/diffloss.py 62fcb3912a967a50 |
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| "Principal Components" Enable A New Language of Images |
11 Mar 2025 |
visual-gen/semanticist/semanticist/stage1/diffusion_transfomer.py 03310bba324ae4fb |
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| "Principal Components" Enable A New Language of Images |
11 Mar 2025 |
visual-gen/semanticist/semanticist/stage2/diffloss.py 62fcb3912a967a50 |
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| LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization |
11 Mar 2025 |
xianfengwu01/lightgen/models/diffloss.py 62fcb3912a967a50 |
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| Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model |
14 Feb 2025 |
stepfun-ai/step-video-ti2v/stepvideo/modules/blocks.py d02d574dfdd55a85 |
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| Towards Fast Graph Generation via Autoregressive Noisy Filtration Modeling |
4 Feb 2025 |
borgwardtlab/anfm/anfm/models/sat.py d2ca4f87058cba1d |
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| On the Guidance of Flow Matching |
4 Feb 2025 |
ai4science-westlakeu/flow_guidance/offline_rl/gflower/models_flow/transformer.py 03310bba324ae4fb |
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| Enhancing Image Generation Fidelity via Progressive Prompts |
13 Jan 2025 |
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| DiC: Rethinking Conv3x3 Designs in Diffusion Models |
31 Dec 2024 |
yuchuantian/dic/dic_models.py ceb834f9d9ca4bf0 |
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| MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis |
19 Dec 2024 |
hkchengrex/MMAudio/mmaudio/model/transformer_layers.py 5dbb4533aa8c2b8f |
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| Simple Guidance Mechanisms for Discrete Diffusion Models |
13 Dec 2024 |
kuleshov-group/discrete-diffusion-guidance/models/dit.py 78b555034273f3c7 |
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| Generative Modeling with Explicit Memory |
11 Dec 2024 |
lins-lab/gmem/models/lightningdit.py 5ea6b9bd142d4069 |
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| ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer |
10 Dec 2024 |
thunlp/acdit/models.py c1e9c657601bb510 |
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| Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising |
7 Dec 2024 |
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| UniScene: Unified Occupancy-centric Driving Scene Generation |
6 Dec 2024 |
arlo0o/uniscene-unified-occupancy-centric-driving-scene-generation/occupancy_gen/diffusion/models.py 03310bba324ae4fb |
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| HunyuanVideo: A Systematic Framework For Large Video Generative Models |
3 Dec 2024 |
tencent/hunyuanvideo/hyvideo/modules/models.py b511dab275230850 |
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| Structured 3D Latents for Scalable and Versatile 3D Generation |
2 Dec 2024 |
Microsoft/TRELLIS/trellis/modules/utils.py 03310bba324ae4fb |
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| TinyFusion: Diffusion Transformers Learned Shallow |
2 Dec 2024 |
vainf/tinyfusion/models.py 03310bba324ae4fb |
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| Playable Game Generation |
1 Dec 2024 |
greatx3/playable-game-generation/network/df/models/diffusion/dit_models.py 03310bba324ae4fb |
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| Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints |
26 Nov 2024 |
opensparsellms/skip-dit/class-to-image/models.py 03310bba324ae4fb |
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| ZoomLDM: Latent Diffusion Model for multi-scale image generation |
25 Nov 2024 |
cvlab-stonybrook/ZoomLDM/cdm_dit/models.py 03310bba324ae4fb |
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| Continuous Speculative Decoding for Autoregressive Image Generation |
18 Nov 2024 |
markxcloud/cspd/models/diffloss.py 62fcb3912a967a50 |
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| ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis |
11 Nov 2024 |
leaplabthu/enat/libs/models.py 03310bba324ae4fb |
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| DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation |
6 Nov 2024 |
VinAIResearch/DiMSUM/dimsum/models_dim.py 03310bba324ae4fb |
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| Randomized Autoregressive Visual Generation |
1 Nov 2024 |
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| Diffusion Twigs with Loop Guidance for Conditional Graph Generation |
31 Oct 2024 |
Aalto-QuML/Diffusion_twigs/models/mol_gnn.py 62fcb3912a967a50 |
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| Beyond Autoregression: Fast LLMs via Self-Distillation Through Time |
28 Oct 2024 |
jdeschena/sdtt/src/sdtt/models/dit_orig.py 78b555034273f3c7 |
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| FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling |
17 Oct 2024 |
zjt-gpu/fdf/models/CDPM_denoise_network.py 03310bba324ae4fb |
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| One Step Diffusion via Shortcut Models |
16 Oct 2024 |
kvfrans/shortcut-models/model.py 8bc124524abd3bbc |
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| HART: Efficient Visual Generation with Hybrid Autoregressive Transformer |
14 Oct 2024 |
mit-han-lab/hart/hart/modules/diffusion/diffloss.py 62fcb3912a967a50 |
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| FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification |
14 Oct 2024 |
hustvl/LightningDiT/models/lightningdit.py 5ea6b9bd142d4069 |
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MIT (permissive) |
| Dynamic Diffusion Transformer |
4 Oct 2024 |
nus-hpc-ai-lab/dynamic-diffusion-transformer/models.py 03310bba324ae4fb |
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| Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach |
4 Oct 2024 |
yaofang-liu/fvdm/models/latte.py 03310bba324ae4fb |
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| Autoregressive Action Sequence Learning for Robotic Manipulation |
4 Oct 2024 |
mlzxy/arp/arp.py 1dd604075a25b3e3 |
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| HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration |
2 Oct 2024 |
modeltc/harmonica/models/dynamic_models.py 03310bba324ae4fb |
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| FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner |
26 Sep 2024 |
shiml20/FlowTurbo/models_assemble.py 03310bba324ae4fb |
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| Generative Modeling of Molecular Dynamics Trajectories |
26 Sep 2024 |
bjing2016/mdgen/mdgen/model/layers.py 03310bba324ae4fb |
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| MonoFormer: One Transformer for Both Diffusion and Autoregression |
24 Sep 2024 |
MonoFormer/MonoFormer/models/monoformer.py 427cd0bde9819614 |
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| PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions |
23 Sep 2024 |
afeng-x/pixwizard/models/model.py 128eb60a7316f121 |
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| 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion |
19 Sep 2024 |
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| OmniGen: Unified Image Generation |
17 Sep 2024 |
vectorspacelab/omnigen/OmniGen/model.py 03310bba324ae4fb |
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| Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models |
16 Sep 2024 |
yuchuantian/u-dit/models.py 03310bba324ae4fb |
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| DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing |
12 Sep 2024 |
DZY122/DiTAS/models.py 03310bba324ae4fb |
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| Scalable Autoregressive Image Generation with Mamba |
22 Aug 2024 |
hp-l33/aim/models/stage2/block.py 03310bba324ae4fb |
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| Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators |
11 Aug 2024 |
leaplabthu/attention-mediators/attention_mediator/models.py 03310bba324ae4fb |
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| LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba |
5 Aug 2024 |
yunxiangfu2001/lamamba-diff/model/lamamba.py 62fcb3912a967a50 |
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| Few-shot Defect Image Generation based on Consistency Modeling |
1 Aug 2024 |
ffdd-diffusion/defectdiffu/models_add_cross_concate.py 03310bba324ae4fb |
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| Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal |
24 Jul 2024 |
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| Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget |
22 Jul 2024 |
sonyresearch/micro_diffusion/micro_diffusion/models/utils.py 383473c02ec387c5 |
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| Improving Representation of High-frequency Components for Medical Visual Foundation Models |
19 Jul 2024 |
Arturia-Pendragon-Iris/Frepa/attn_module.py 03310bba324ae4fb |
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| Scaling Diffusion Transformers to 16 Billion Parameters |
16 Jul 2024 |
feizc/dit-moe/models.py 03310bba324ae4fb |
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| FORA: Fast-Forward Caching in Diffusion Transformer Acceleration |
1 Jul 2024 |
prathebaselva/fora/src/models.py 03310bba324ae4fb |
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| AFBench: A Large-scale Benchmark for Airfoil Design |
2024-06 (from id) |
hitcslj/AFBench/models/dit.py 03310bba324ae4fb |
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| SUM: Saliency Unification through Mamba for Visual Attention Modeling |
25 Jun 2024 |
Arhosseini77/SUM/net/models/vmamba.py 95949c1af8f08e9d |
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| Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text |
25 Jun 2024 |
imlixinyang/director3d/modules/dit.py 03310bba324ae4fb |
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| Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers |
25 Jun 2024 |
juanerx/q-dit/models/models.py 03310bba324ae4fb |
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| MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading |
20 Jun 2024 |
ZONG0004/MacroHFT/model/net.py 62fcb3912a967a50 |
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| Autoregressive Image Generation without Vector Quantization |
17 Jun 2024 |
lth14/mar/models/diffloss.py 62fcb3912a967a50 |
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