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Minor presentation tweaks can inflate AI‑reviewer scores by more than a point on a ten‑point scale....

LLMs achieve high scores on Python coding tasks, yet their proficiency drops for the eleven other...

Persistent state and memory for embodied agents Linear‑temporal attention lets agents keep a running...

Sparse key‑value caches collapse the quadratic blow‑up of softmax attention into a cost that grows...

PACI removes the bubbles that cripple asynchronous pipeline parallelism and shaves as much as 1.69×...

Intra‑model routing trims token‑generation latency by roughly a third to almost a full 80 % compared...

Hidden‑representation alignment drives KL variance to exactly 0, turning on‑policy LLM distillation...

MoVerse delivers 360° walkthrough video at roughly 8 FPS on a single RTX 4090, proving that...

Infrastructure and inference optimization for scale Sparse‑attention mechanisms cut the quadratic...

Differentiable optimal transport rewrites a dense feed‑forward layer into a balanced...

A shared low‑rank cache slashes the memory footprint of autoregressive video diffusion by more than...

Watermarking schemes that embed distributional perturbations into LLM outputs are effectively broken...

Newly released test suites expose two blind spots that have long lurked behind headline scores: how...

Extreme KV‑Cache Compression and Long‑Context Efficiency Static quantization is giving way...

Efficiency and Cost Reduction in LLM Agents Recent work tackles the high inference cost of LLM‑driven...

A learned, globally‑calibrated KV‑cache eviction policy can shave memory usage and, paradoxically,...

Agents that adapt their retrieval configurations while running deliver roughly a quarter more...

Distillation + low‑rank tricks cut compute Combining knowledge distillation with low‑rank adapters...

Conventional mixture‑of‑experts designs hand each transformer layer its own private expert set,...

The prevailing view has been that autonomous‑driving world models must choose between two extremes: a...

The entropy of the very first content‑bearing token already separates factual answers from...

Diffusion as a unifying backbone for multimodal generation Latent diffusion now drives both image...

On‑policy distillation has become the go‑to recipe for squeezing a large language model’s...

Diffusion language models have long promised parallel generation, yet their serving speed has lagged...