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VICO Trains VLMs on Rewritable Images: Up to +5.0% on New Tasks
Research·arXiv cs.CV

VICO Trains VLMs on Rewritable Images: Up to +5.0% on New Tasks

Oct 9, 2026·2 min
DOGS Beats 9 Baseline Methods at Logo Generation Across Two Renderers
Research

DOGS Beats 9 Baseline Methods at Logo Generation Across Two Renderers

Oct 9, 2026·2 min
MESSENGER cuts 3D motion forecasting error by 71.6% on nuScenes
Robotics

MESSENGER cuts 3D motion forecasting error by 71.6% on nuScenes

Oct 9, 2026·2 min
LinSlot Teaches a Neural Network to Break a Scene Into Objects and Their Attributes Without Labels
Research

LinSlot Teaches a Neural Network to Break a Scene Into Objects and Their Attributes Without Labels

Oct 9, 2026·2 min
OcuFlow Removes Eyeglass Glare in One Step and Wins 67.32% of Votes in a Blind Test
Research·arXiv cs.CV

OcuFlow Removes Eyeglass Glare in One Step and Wins 67.32% of Votes in a Blind Test

The OcuFlow authors built OcuBench, a benchmark of 11 470 images, and trained a model that removes eyeglass glare in a single step. In a blind survey it beat its…

Oct 9, 2026·3 min
Researchers release VR180 dataset shot on Blackmagic cameras: 1211 stereo samples
Research·arXiv cs.CV

Researchers release VR180 dataset shot on Blackmagic cameras: 1211 stereo samples

First VR180 dataset captured directly on Blackmagic URSA Cine Immersive: 636 videos, 575 photos, factory calibration, and a finding that fisheye needs 38% more…

Oct 9, 2026·2 min
SLVR Adds 14.2 Points on BLINK Relation to Qwen2.5-VL-7B Without Text CoT
Research·arXiv cs.CV

SLVR Adds 14.2 Points on BLINK Relation to Qwen2.5-VL-7B Without Text CoT

Researchers propose SLVR: latent reasoning with typed stages. On Qwen2.5-VL-7B, the method added +9.4 on MMVP and +14.2 on BLINK Relation without generating…

Oct 9, 2026·2 min
Google Releases a Workplace AI Agent for Enterprises, but Pricing and Integrations Remain Open Questions
Business·AI Business

Google Releases a Workplace AI Agent for Enterprises, but Pricing and Integrations Remain Open Questions

Google's agent uses company context for office tasks, but pricing and compatibility with third-party systems remain the key questions for businesses.

Oct 9, 2026·2 min
Top themes
01Researchers Prove Why Adversarial Training Makes Saliency Maps SparseOct 9, 2026·2 min02Distilling ECG into PPG Memorized Identity: Fixed-Effects More Than Doubled the State SignalOct 9, 2026·3 min03Subliminal learning passed a backdoor through numbers: 23.5% of replies in FrenchOct 9, 2026·2 min04PXtal Beats Baseline Models on Six Benchmarks, Four of Them Zero-ShotOct 9, 2026·2 min05Nullify Erases Knowledge From LLMs Without Retraining, Using Null-Space VectorsOct 9, 2026·2 min
Multimodal Alzheimer's AI model reaches 0.935 AUROC on 2649 patients
Medicine·arXiv cs.LG

Multimodal Alzheimer's AI model reaches 0.935 AUROC on 2649 patients

Oct 9, 2026·2 min
CARing teaches LLMs to predict diagnoses: R@30 hits 46.52% on MIMIC-IV
Research·arXiv cs.LG

CARing teaches LLMs to predict diagnoses: R@30 hits 46.52% on MIMIC-IV

Oct 9, 2026·2 min
Visible CoT Does Not Universally Improve SQL and pandas Code Generation, New Study Finds
LLM·arXiv cs.LG

Visible CoT Does Not Universally Improve SQL and pandas Code Generation, New Study Finds

Oct 9, 2026·2 min
D-SLR Replaces Truncated SVD With Three Decompositions and No Tuning
Research·arXiv cs.LG

D-SLR Replaces Truncated SVD With Three Decompositions and No Tuning

Oct 9, 2026·2 min
Phase-HDC trains a model with no optimizer history and stores 16–23x less than Adam
Hardware·arXiv cs.LG

Phase-HDC trains a model with no optimizer history and stores 16–23x less than Adam

Phase-HDC replaces Adam's moments with a threshold on the current gradient and stores 16–23x less than float32 Adam. The cost: about five points of accuracy on…

Oct 9, 2026·3 min
Kolmogorov-Arnold Networks Match MLP Performance With 40% Fewer Samples
Robotics·arXiv cs.LG

Kolmogorov-Arnold Networks Match MLP Performance With 40% Fewer Samples

In reinforcement learning, KANs reach the same results as MLPs with 40% fewer samples. Peak relative gain is up to 50%, and reward noise does not erase the…

Oct 9, 2026·2 min
IKNO for Navier–Stokes Stays Accurate Under Rotation, With 5.6x Fewer Parameters Than TFN
Research·arXiv cs.LG

IKNO for Navier–Stokes Stays Accurate Under Rotation, With 5.6x Fewer Parameters Than TFN

Researchers propose IKNO, a compact graph model whose predictions strictly follow coordinate rotations in 3D flows. It matches TFN accuracy with 5.6× fewer parameters.

Oct 9, 2026·2 min
LoopOPD Teaches Looped Language Models to Improve Through Their Own Loops
Research·arXiv cs.LG

LoopOPD Teaches Looped Language Models to Improve Through Their Own Loops

Oct 9, 2026·2 min
MoE Router Telemetry Leaks Fine-Tuning Data: Attack Gains 2.7–9.4 pp in Accuracy
Research·arXiv cs.LG

MoE Router Telemetry Leaks Fine-Tuning Data: Attack Gains 2.7–9.4 pp in Accuracy

Oct 9, 2026·3 min
SPERA Trained on 80,000 Hours of EEG From 29,048 People and Tested on 9 Tasks
Medicine·arXiv cs.LG

SPERA Trained on 80,000 Hours of EEG From 29,048 People and Tested on 9 Tasks

Oct 9, 2026·2 min
80 Synthetic Dialogues Are Enough to Train Activation Probes for Gemma-3-27B, but Not Everywhere
Research·arXiv cs.LG

80 Synthetic Dialogues Are Enough to Train Activation Probes for Gemma-3-27B, but Not Everywhere

Oct 9, 2026·2 min
Temporal Transformer for the CAN Bus Catches Anomalies Without Sharing Raw Data
Research·arXiv cs.LG

Temporal Transformer for the CAN Bus Catches Anomalies Without Sharing Raw Data

Oct 9, 2026·2 min
Freezing the Decoder in KV-Cache Compression Saves 3x Memory but Doesn't Improve Accuracy
Research

Freezing the Decoder in KV-Cache Compression Saves 3x Memory but Doesn't Improve Accuracy

Oct 9, 2026·2 min
SFT-as-Context Restores General Skills in Fine-Tuned LLMs, Within 2.2 Points
Research

SFT-as-Context Restores General Skills in Fine-Tuned LLMs, Within 2.2 Points

Oct 9, 2026·3 min
Lapras replaces CoT with latent reasoning: up to +10.79% F1 with 23.9x fewer tokens
Research

Lapras replaces CoT with latent reasoning: up to +10.79% F1 with 23.9x fewer tokens

Oct 9, 2026·2 min
Doctors Don't Ask LLMs About Diagnoses: 127 833 Queries vs. 58 Benchmarks
Research·arXiv cs.CL

Doctors Don't Ask LLMs About Diagnoses: 127 833 Queries vs. 58 Benchmarks

Analysis of 127 833 clinician queries to an AI assistant: diagnosis is only 3.7%, and a typical benchmark matches the real workload by just 31%.

Oct 9, 2026·2 min
FedAlphaEdit Merges Knowledge Edits from Different Organizations into One LLM Without Sharing Data
Research·arXiv cs.CL

FedAlphaEdit Merges Knowledge Edits from Different Organizations into One LLM Without Sharing Data

Researchers show that naively combining AlphaEdit and CollabEdit breaks down. Their FedAlphaEdit merges edits in a shared null space and comes close to centralized…

Oct 9, 2026·2 min