| Taming foundation model with invariance-oriented pre-training for broad-spectrum EEG analysis across signal-level, brain-state, and brain-health tasks added by Syntology |
2026-08 (from id) |
jingyingma01/CodeBrain/Models/SSSM.py eb1aca90c956ed92 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Stoicheia: Character-Level Masked Diffusion for Ancient Greek Textual Restoration, Parsing, and Metrical Scansion added by Syntology |
2026-08 (from id) |
ericu9500/stoicheia/hf_release/modeling_char_bert_joint.py 2286a7c35ee41c87 |
ran · metamorphic tier: deterministic
fingerprinted |
Apache-2.0 (permissive) |
| UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reduction added by Syntology |
2026-08 (from id) |
JN-Yun/UDT/models/UDT.py 9a95d88a2519390e |
ran
|
no licence file found · pointer only |
| From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models added by Syntology |
2026-07 (from id) |
SeunggeunKimkr/genuine-any-order/LatentMDM/model/latent_mdm.py 3960fafde947a0b8 |
ran · metamorphic tier: invariant
|
Apache-2.0 (permissive) |
| SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions added by Syntology |
2026-07 (from id) |
hoangthangta/All-KAN/models/sech_kan.py 1d4a7d068cf45d10 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Editing of LLMs added by Syntology |
2026-06 (from id) |
YVVH/ORE/ORE/ORE_main.py 6347bf161968fa04 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models added by Syntology |
2026-06 (from id) |
samat2003/samatnext-v0.1/models/samat_next/model.py 561893a8e22a4976 |
ran · metamorphic tier: invariant
|
Apache-2.0 (permissive) |
| SPOTR: Spatio-temporal Pooling One-Token Reconstruction for Universal Physiological Signal Self-supervised Learning added by Syntology |
2026-06 (from id) |
5GYYYYY/SPOTR/SPOTR.py 5640196b424b0268 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders added by Syntology |
2026-06 (from id) |
Tiny-Snow/GenRec/src/genrec/models/model_seqrec/sasrec_sprint.py 82a2d670a351cbcf |
ran
|
GPL-3.0 (copyleft) · pointer only |
| PACT: Self-Evolving Physical Safety Alignment for Diffusion Policies in Embodied Manipulation added by Syntology |
2026-06 (from id) |
thu-ml/RDT2/models/rdt/model.py e1daa20aa3ecf380 |
ran
|
Apache-2.0 (permissive) |
| CART: Context-Anchored Recurrent Transformer * A Parameter-Efficient Architecture with Learned Stability added by Syntology |
2026-06 (from id) |
ccapps42/CART/model/cart.py 5e72e01b3a174cc0 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference added by Syntology |
2026-05 (from id) |
rgklab/SurvivalPFN/survivalpfn/models/icl_model.py 6e57086fc97463e2 |
ran · metamorphic tier: invariant
|
Apache-2.0 (permissive) |
| Causal Foundation Models with Continuous Treatments added by Syntology |
2026-05 (from id) |
layer6ai-labs/CCPFN-inference/src/ccpfn/models/continuous_icl_model.py 8ebbbd4e10f29278 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| VectraYX-Nano: A 42M-Parameter Spanish Cybersecurity Language Model with Curriculum Learning and Native Tool Use added by Syntology |
2026-05 (from id) |
vectrayx/vectrayx-nano-paper/training/transformer.py 05a42e70386b7c33 |
ran
|
no licence file found · pointer only |
| TIDES: Implicit Time-Awareness in Selective State Space Models added by Syntology |
2026-05 (from id) |
TaylanSoydan/TIDES/tides/tides.py ae412fb79bbc7983 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| Shape: A Self-Supervised 3D Geometry Foundation Model for Industrial CAD Analysis added by Syntology |
2026-04 (from id) |
simd-ai/shape/shape_foundation/models/gaot_backbone.py 7b2150d02885a569 |
ran · metamorphic tier: invariant
|
Apache-2.0 (permissive) |
| GS-Quant: Granular Semantic and Generative Structural Quantization for Knowledge Graph Completion added by Syntology |
2026-04 (from id) |
mikumifa/GS-Quant/codebook/rqvae.py e90fe98be09c54bd |
ran · metamorphic tier: invariant
|
Apache-2.0 (permissive) |
| Representation Alignment for Just Image Transformers is not Easier than You Think added by Syntology |
2026-03 (from id) |
kaist-cvml/PixelREPA/model_pixelREPA.py 77d34b3ccaee6e17 |
ran
|
MIT (permissive) |
| RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States added by Syntology |
2026-03 (from id) |
XiangjieXiao/ReSched/PPO/SchedulingModel.py 9465fd5c593cbef5 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data added by Syntology |
2026-02 (from id) |
adminasmi/OmniZip-CVPR2026/models/rwkv7_hira_moa_moe.py c1ff30fd8e32c15e |
ran
fingerprinted |
no licence file found · pointer only |
| VariViT: A Vision Transformer for Variable Image Sizes added by Syntology |
2026-02 (from id) |
Aswathi-Varma/varivit/model/navit.py 02d91e9f7f403be0 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| PixelGen: Improving Pixel Diffusion with Perceptual Supervision added by Syntology |
2026-02 (from id) |
Zehong-Ma/PixelGen/src/models/transformer/JiT.py 84963760feac9e7d |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices added by Syntology |
2026-01 (from id) |
wz1119/KromHC/hyper_conn/Kromhc.py 9570166c272034c8 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Spectral-Window Hybrid (SWH) added by Syntology |
2026-01 (from id) |
VladimerKhasia/SWH/swh.py 132d910895b3fe88 |
ran
|
no licence file found · pointer only |
| Degradation-Aware Metric Prompting for Hyperspectral Image Restoration added by Syntology |
2025-12 (from id) |
MiliLab/DAMP/DAMP.py 6aba4598e0003aae |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials added by Syntology |
2025-11 (from id) |
LeapLabTHU/LinearDiff/image_classification/models/vca_deit.py af5816548ff50622 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| SEMPO: Lightweight Foundation Models for Time Series Forecasting added by Syntology |
2025-10 (from id) |
mala-lab/SEMPO/models/SEMPO.py 0a5b83bc7ce0cd66 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers added by Syntology |
2025-10 (from id) |
wjc2830/Siren/src/siren/model.py 9669b074ff77501a |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Toward Embodiment Equivariant Vision-Language-Action Policy added by Syntology |
2025-09 (from id) |
hhcaz/e2vla/models/action_expert.py ea08af0febc2e0f0 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| arXiv:2507.06363 |
2025-07 (from id) |
gmum/MambaHoME/src/models/soft_moe_2d_3d.py 5e5be82456aab234 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| 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 7d84ead0fe5b239f |
ran
fingerprinted |
no licence file found · pointer only |
| Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play |
5 May 2025 |
maitrix-org/Voila/model.py 25e14d2b6e56efe1 |
ran
|
MIT (permissive) |
| PixelFlow: Pixel-Space Generative Models with Flow |
10 Apr 2025 |
shoufachen/pixelflow/pixelflow/model.py a5e686c656d9d355 |
ran
|
MIT (permissive) |
| KV-Edit: Training-Free Image Editing for Precise Background Preservation |
24 Feb 2025 |
Xilluill/KV-Edit/models/kv_edit.py b4affeaaac4bcdd4 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting |
11 Feb 2025 |
ljc-fvnr/structural-aligned-mixture-of-var/models/AutoregressiveAlignment.py 45502bf8690c09af |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features |
6 Feb 2025 |
helblazer811/ConceptAttention/concept_attention/flux/dit_block.py 5c52ab157dc1c15c |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer |
3 Feb 2025 |
showlab/LayerTracer/library/flux_models.py 4de3b3072dadcd2f |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space |
26 Jan 2025 |
hexin5515/MbaGCN/NodeClassification/models.py f79868a941682af4 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| HunyuanVideo: A Systematic Framework For Large Video Generative Models |
3 Dec 2024 |
tencent/hunyuanvideo/hyvideo/modules/models.py 9fa452fc273f7d2a |
ran
|
licence not identified · pointer only |
| FasterDiT: Towards Faster Diffusion Transformers Training without Architecture Modification |
14 Oct 2024 |
hustvl/LightningDiT/models/lightningdit.py 3777a235d6ea1491 |
ran
|
MIT (permissive) |
| Differential Transformer |
7 Oct 2024 |
hammoudhasan/diffclip/diff_attention.py 84b5e228ae8799e1 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| ControlAR: Controllable Image Generation with Autoregressive Models |
3 Oct 2024 |
hustvl/controlar/autoregressive/models/gpt.py edd6b8543cc0d1ab |
ran
|
Apache-2.0 (permissive) |
| Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation |
2024-09 (from id) |
OpenDriveLab/CLOVER/FeedbackPolicy/models/policy.py 008a90cb086e88c6 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| MonoWAD: Weather-Adaptive Diffusion Model for Robust Monocular 3D Object Detection |
23 Jul 2024 |
VisualAIKHU/MonoWAD/visualDet3D/networks/detectors/MonoWAD.py 234fd6dd12768c7d |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| Learning Trimodal Relation for AVQA with Missing Modality |
23 Jul 2024 |
VisualAIKHU/Missing-AVQA/net_grd_avst/net_avst.py 30e7fae83920ab01 |
ran · metamorphic tier: deterministic
fingerprinted |
MIT (permissive) |
| Simplified and Generalized Masked Diffusion for Discrete Data |
6 Jun 2024 |
google-deepmind/md4/md4/models/diffusion/md4.py a75e172eea6d85f1 |
unverified |
Apache-2.0 (permissive) |
| Disentangling and Integrating Relational and Sensory Information in Transformer Architectures |
26 May 2024 |
awni00/abstract_transformer/dual_attention_transformer.py 01777e072296c0bb |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment |
22 May 2024 |
dhg-wei/topa/llama/model.py df852b6b3526e46e |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases |
22 Feb 2024 |
jingyaogong/minimind/model/model_minimind.py a8a84e7ddb0551b0 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Learning Structure-Aware Representations of Dependent Types |
3 Feb 2024 |
konstantinoskokos/quill/src/quill/nn/model.py 8183f36aee184817 |
ran
|
no licence file found · pointer only |
| Mamba: Linear-Time Sequence Modeling with Selective State Spaces |
1 Dec 2023 |
human9000/nd-mamba2-torch/torchnssd/nd_mamba2.py ba026d72b685bee1 |
ran · metamorphic tier: invariant
fingerprinted |
no licence file found · pointer only |
| From Sparse to Soft Mixtures of Experts |
2 Aug 2023 |
lucidrains/soft-moe-pytorch/soft_moe_pytorch/soft_moe.py 024a5f1d96cb0afb |
ran
|
MIT (permissive) |
| Llama 2: Open Foundation and Fine-Tuned Chat Models |
18 Jul 2023 |
Lightning-AI/lit-gpt/litgpt/model.py 1e7100681c300ca2 |
ran
fingerprinted |
Apache-2.0 (permissive) |
| LLaMA: Open and Efficient Foundation Language Models |
27 Feb 2023 |
akanyaani/miniLLAMA/model.py 0ea811a4ad9027b8 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| LLaMA: Open and Efficient Foundation Language Models |
27 Feb 2023 |
young-geng/easylm/EasyLM/models/llama/llama_model.py aaa8a447973c0f68 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| LLaMA: Open and Efficient Foundation Language Models |
27 Feb 2023 |
Lightning-AI/lit-llama/lit_llama/model.py 133fab2290f71687 |
ran
fingerprinted |
Apache-2.0 (permissive) |
| Training Compute-Optimal Large Language Models |
29 Mar 2022 |
karpathy/llama2.c/model.py e27b34a3f741d4de |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| MaskGIT: Masked Generative Image Transformer |
8 Feb 2022 |
valeoai/maskgit-pytorch/Network/transformer.py 86a159a05ae09375 |
ran
|
MIT (permissive) |
| Improving language models by retrieving from trillions of tokens |
8 Dec 2021 |
lucidrains/RETRO-pytorch/retro_pytorch/retro_pytorch.py a4ae5f96225b96f3 |
ran · metamorphic tier: deterministic
|
Apache-2.0 (permissive) |
| Sparse Attention with Linear Units |
14 Apr 2021 |
rishikksh20/rectified-linear-attention/attention.py cc210ef49adb120a |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Denoising Diffusion Probabilistic Models |
19 Jun 2020 |
lucidrains/make-a-video-pytorch/make_a_video_pytorch/make_a_video.py 7b794fd52131431f |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Root Mean Square Layer Normalization |
16 Oct 2019 |
hazdzz/RMSNorm/norm.py 9c235f0c904962f7 |
ran
fingerprinted |
MIT (permissive) |
| Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism |
17 Sep 2019 |
kingoflolz/mesh-transformer-jax/mesh_transformer/transformer_shard.py ae952da8d1f3ecfc |
unverified |
Apache-2.0 (permissive) |