Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T22:37:02.597268Z
Paper Citation Record · LEDGER
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization
As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2502.06844.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
49 of 49 outbound references displayed
- verified exact1
- verified fuzzy17
- unresolved31
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c65ba837-35b7-45bd-8502-184e47ceab6a · outbound
This paper cites Deep Learning using Rectified Linear Units (ReLU).
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Deep Learning using Rectified Linear Units (ReLU)
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.430795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b132ac-6800-4e4d-9c34-41054d008c90 · outbound
This paper cites Ashkboos, A.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Ashkboos, A
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.306686Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ae8d4ae-77e4-4c7a-a9d3-08d786402d1a · outbound
This paper cites Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.439620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9829aa-33c2-4394-808b-8b1973543fee · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.296610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7b6228ef-6a3c-42c5-925c-3c88c7e82bf1 · outbound
This paper cites Clark, K.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Clark, K
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.285496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 32591800-46c8-4215-a248-4dca85881c39 · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.451136Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a0bbb90-55d0-441f-a4f3-e2bcd5172699 · outbound
This paper cites Courbariaux, Y.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Courbariaux, Y
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.275341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fc7b6572-c6c8-4eb5-9643-19c5010a5dfc · outbound
This paper cites Dettmers, M.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Dettmers, M
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.265403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3d8dc457-9435-4002-999e-7e25843c2dea · outbound
This paper cites Dodge, M.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Dodge, M
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.255159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5ec0aec-7ca5-405c-981a-d06e287b8f72 · outbound
This paper cites The Llama 3 Herd of Models.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization The Llama 3 Herd of Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.465272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd793f02-3d44-44b0-9f34-6b05e18c6812 · outbound
This paper cites Egiazarian, A.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Egiazarian, A
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.243870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 04630a07-b377-45b7-93b4-49393f0f8b7b · outbound
This paper cites Frantar and D.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Frantar and D
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.234186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation da3ab7d4-7039-4d84-9d9e-bc10e08c4a65 · outbound
This paper cites Frantar, S.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Frantar, S
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.224666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2f8d1457-9aaa-4010-83b9-1eee2494f2f1 · outbound
This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization The Pile: An 800GB Dataset of Diverse Text for Language Modeling
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.478435Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12222fb7-c91b-47a4-9832-3277cae0f4c2 · outbound
This paper cites Goldberg.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Goldberg
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.481984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5b06b5b-9230-48dd-94ed-758a5cda2df2 · outbound
This paper cites Compressing Deep Convolutional Networks using Vector Quantization.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Compressing Deep Convolutional Networks using Vector Quantization
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.485128Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67e1d032-426a-458c-bcef-03ecff5a0e3a · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 17
- Resolution
- verified exact
- raw_fallback, observed 2026-08-08T22:37:02.878641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ec99f1f3-b54a-4b3b-927f-981081d3cfab · outbound
This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.491730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b08eb72-d0c8-4095-8835-23faa33e0757 · outbound
This paper cites Hassibi, D.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Hassibi, D
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.215363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b6dc61a-5b28-47a1-bc1f-3cec7de4dd11 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.206297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 43e5e2dc-32c4-462c-bd27-2422fe6482c6 · outbound
This paper cites IEEE standard for floating-point arithmetic.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization IEEE standard for floating-point arithmetic
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.502191Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c60da31-5f94-4f44-b39d-d48ae752077b · outbound
This paper cites Jacob, S.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Jacob, S
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.196863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0fb6b5c4-6f33-44e0-83d9-57c14ece3337 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.187294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d84c6f78-5e05-4f5a-b5f6-29ee8a11b5f6 · outbound
This paper cites K\" o ster, T.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization K\" o ster, T
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.177532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b9b02a7a-cd4d-43f6-8bcb-f0b2527fbceb · outbound
This paper cites Quantizing deep convolutional networks for efficient inference: A whitepaper.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Quantizing deep convolutional networks for efficient inference: A whitepaper
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.516048Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77fd713c-b757-4ed0-a0df-450a210fa962 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.167170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9ef3e759-e5bf-41e9-818d-a55acd7ebedd · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.156826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9fb3b03a-156a-4eb3-b9b6-618a0d394c6b · outbound
This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.526798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa3db861-59ee-4c77-8468-6f861c36ff60 · outbound
This paper cites Neural Networks with Few Multiplications.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Neural Networks with Few Multiplications
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.530378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db1fd70-d777-49a4-b088-9f9395150d99 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.146891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a99f0e1d-47ae-4eff-a60e-40757ad5a921 · outbound
This paper cites SpinQuant: LLM quantization with learned rotations.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization SpinQuant: LLM quantization with learned rotations
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.537146Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7d5c57c-01ef-4e0f-ba84-b4c30631ca1c · outbound
This paper cites Merity, C.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Merity, C
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.136674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0788837a-99e2-493a-9a95-66b3488820fa · outbound
This paper cites Micikevicius, S.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Micikevicius, S
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.127315Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4f3f04d9-d43d-4f9d-b356-81970b416196 · outbound
This paper cites Introducing C hat GPT , 2022.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Introducing C hat GPT , 2022
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.116812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6567c9b4-85fe-4ec7-803f-98a3874c91f4 · outbound
This paper cites Sakaguchi, R.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Sakaguchi, R
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.106119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 640470b4-15fa-431e-8337-9180ba60deb6 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.096579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9407feea-1ed7-4200-a702-539fd8c938f1 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.087342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dccde52e-5f8d-4204-b430-e9580adac3c1 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.076088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 49e4a034-0eed-478b-90ae-ee2044b38de6 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.066788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 37411c6c-fba1-4302-a5b2-a42430eb285e · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.057232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation becf0a7b-fb77-4fec-9f42-366966943666 · outbound
This paper cites Tseng, J.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Tseng, J
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.047154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0828a627-ed93-4702-b18b-6d5faf03d5cf · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.037198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c679bf5d-e6b9-4db7-9a72-b51c4ee78f44 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.027612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9fe6532d-b2bf-4128-b300-c6d16d6d1885 · outbound
This paper cites Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.580336Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73080929-b485-466f-9ce7-4366a3076967 · outbound
This paper cites an unresolved cited work.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T22:37:03.017571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d00b8fea-f7c7-4142-a4fa-5805dbb79238 · outbound
This paper cites RPTQ: Reorder-based Post-training Quantization for Large Language Models.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization RPTQ: Reorder-based Post-training Quantization for Large Language Models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.587052Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c9b9e7b-98ae-4c72-8fcb-90c7079817a7 · outbound
This paper cites Zellers, A.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization Zellers, A
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T22:37:03.006665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 717df575-05de-4a29-9edc-822355f7fd0a · outbound
This paper cites OPT: Open Pre-trained Transformer Language Models.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization OPT: Open Pre-trained Transformer Language Models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.593877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e14a9ecd-5e5d-4187-8797-6be5ee1f9d95 · outbound
This paper cites DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients.
Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T22:37:02.597268Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.