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@leftsidestory@mstdn.social
2025-12-23 00:30:00

Double Double 🛗
成双 🛗
📷 Nikon F4E
🎞️ Ilford HP5 Plus 400, expired 1993
#filmphotography #Photography #blackandwhite

Ilford HP5 Plus 400 (FF) English Alt Text: A black and white photograph shows a rose branch silhouetted against a bright, blank sky. The branch stretches diagonally across the frame, adorned with several pointed leaves and two prominent rose blossoms. The roses appear delicate and slightly wilted, their petals curling inward. The high contrast between the dark plant and the pale background emphasizes the intricate shapes of the leaves and flowers. The composition is minimalistic and poetic, …
Ilford HP5 Plus 400 (FF) English Alt Text: A monochrome cityscape captures several high-rise apartment buildings under construction. Two large tower cranes dominate the skyline, indicating active development. The buildings vary in completion, with some showing exposed concrete and window frames. In the foreground, dark silhouettes of trees add depth and contrast. The image conveys a sense of urban expansion and industrial progress, with a gritty, documentary-style tone. 中文替代文字： 这是一幅黑白城市景观图…
Ilford HP5 Plus 400 (FF) English Alt Text: A gritty black and white photo depicts an alley or back area with stacked plastic crates and a small structure featuring a white door. Above the door, pipes and wires run along the wall. On the door, handwritten Chinese characters read “收废品” (collecting recyclables) followed by a phone number. The scene suggests a local recycling business or informal service, with a utilitarian and raw aesthetic. 中文替代文字： 这是一张黑白照片，画面为一条后巷或角落，堆放着塑料箱子，旁边是一间小屋，屋门为白色。门…
Ilford HP5 Plus 400 (FF) English Alt Text: A black and white image showcases a tall, modern high-rise building with a geometric, staggered design. The facade features numerous windows and balconies, creating a rhythmic pattern. Silhouetted tree branches frame the building in the foreground, adding a natural contrast to the urban structure. The photo emphasizes architectural complexity and the interplay between nature and city life. 中文替代文字： 这是一张黑白照片，展示了一栋高耸的现代高层建筑，设计上采用几何错落结构。外墙布满窗户和阳台，形成有节…
@playinprogress@assemblag.es
2026-01-24 09:08:04

#photography #bloomScrolling #yellow #nasturtium

closeup of a yellow nasturtium flower seen in profile in front of a grey and green background in overcast daylight. the photo focuses on the veins and markings of the flower
similar to the previous image, but zoomed in a little bit more and the vague green and grey shapes of the background - a road and a crossing dirt road plus green foliage - make a different pattern
the same yellow nasturtium flower seen a bit more from the front, in a 3/4 view, also showing its bright green foliage behind, and more of its intense red inside markings than in previous images. there is an intense contrast between its saturated yellow and bright green colors and the shadowy dark green background.
closeup of the same flower from yet another angle, more like 3/4 from behind this time
@arXiv_csLG_bot@mastoxiv.page
2025-12-22 13:54:24

Replaced article(s) found for cs.LG. arxiv.org/list/cs.LG/new
[1/5]:
- Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization a...
Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert Nowak, Yixuan Li
arxiv.org/abs/2306.09158
- Sparse, Efficient and Explainable Data Attribution with DualXDA
Galip \"Umit Yolcu, Moritz Weckbecker, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin
arxiv.org/abs/2402.12118 mastoxiv.page/@arXiv_csLG_bot/
- HGQ: High Granularity Quantization for Real-time Neural Networks on FPGAs
Sun, Que, {\AA}rrestad, Loncar, Ngadiuba, Luk, Spiropulu
arxiv.org/abs/2405.00645 mastoxiv.page/@arXiv_csLG_bot/
- On the Identification of Temporally Causal Representation with Instantaneous Dependence
Li, Shen, Zheng, Cai, Song, Gong, Chen, Zhang
arxiv.org/abs/2405.15325 mastoxiv.page/@arXiv_csLG_bot/
- Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications
Yang Li, Daniel Agyei Asante, Changsheng Zhao, Ernie Chang, Yangyang Shi, Vikas Chandra
arxiv.org/abs/2405.15877 mastoxiv.page/@arXiv_csLG_bot/
- Privacy Bias in Language Models: A Contextual Integrity-based Auditing Metric
Yan Shvartzshnaider, Vasisht Duddu
arxiv.org/abs/2409.03735 mastoxiv.page/@arXiv_csLG_bot/
- Low-Rank Filtering and Smoothing for Sequential Deep Learning
Joanna Sliwa, Frank Schneider, Nathanael Bosch, Agustinus Kristiadi, Philipp Hennig
arxiv.org/abs/2410.06800 mastoxiv.page/@arXiv_csLG_bot/
- Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification
Xiaoyu Tao, Tingyue Pan, Mingyue Cheng, Yucong Luo, Qi Liu, Enhong Chen
arxiv.org/abs/2410.18686 mastoxiv.page/@arXiv_csLG_bot/
- Fairness via Independence: A (Conditional) Distance Covariance Framework
Ruifan Huang, Haixia Liu
arxiv.org/abs/2412.00720 mastoxiv.page/@arXiv_csLG_bot/
- Data for Mathematical Copilots: Better Ways of Presenting Proofs for Machine Learning
Simon Frieder, et al.
arxiv.org/abs/2412.15184 mastoxiv.page/@arXiv_csLG_bot/
- Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy
Ishank Juneja, Carlee Joe-Wong, Osman Ya\u{g}an
arxiv.org/abs/2501.10290 mastoxiv.page/@arXiv_csLG_bot/
- Towards Human-Guided, Data-Centric LLM Co-Pilots
Evgeny Saveliev, Jiashuo Liu, Nabeel Seedat, Anders Boyd, Mihaela van der Schaar
arxiv.org/abs/2501.10321 mastoxiv.page/@arXiv_csLG_bot/
- Regularized Langevin Dynamics for Combinatorial Optimization
Shengyu Feng, Yiming Yang
arxiv.org/abs/2502.00277
- Generating Samples to Probe Trained Models
Eren Mehmet K{\i}ral, Nur\c{s}en Ayd{\i}n, \c{S}. \.Ilker Birbil
arxiv.org/abs/2502.06658 mastoxiv.page/@arXiv_csLG_bot/
- On Agnostic PAC Learning in the Small Error Regime
Julian Asilis, Mikael M{\o}ller H{\o}gsgaard, Grigoris Velegkas
arxiv.org/abs/2502.09496 mastoxiv.page/@arXiv_csLG_bot/
- Preconditioned Inexact Stochastic ADMM for Deep Model
Shenglong Zhou, Ouya Wang, Ziyan Luo, Yongxu Zhu, Geoffrey Ye Li
arxiv.org/abs/2502.10784 mastoxiv.page/@arXiv_csLG_bot/
- On the Effect of Sampling Diversity in Scaling LLM Inference
Wang, Liu, Chen, Light, Liu, Chen, Zhang, Cheng
arxiv.org/abs/2502.11027 mastoxiv.page/@arXiv_csLG_bot/
- How to use score-based diffusion in earth system science: A satellite nowcasting example
Randy J. Chase, Katherine Haynes, Lander Ver Hoef, Imme Ebert-Uphoff
arxiv.org/abs/2505.10432 mastoxiv.page/@arXiv_csLG_bot/
- PEAR: Equal Area Weather Forecasting on the Sphere
Hampus Linander, Christoffer Petersson, Daniel Persson, Jan E. Gerken
arxiv.org/abs/2505.17720 mastoxiv.page/@arXiv_csLG_bot/
- Train Sparse Autoencoders Efficiently by Utilizing Features Correlation
Vadim Kurochkin, Yaroslav Aksenov, Daniil Laptev, Daniil Gavrilov, Nikita Balagansky
arxiv.org/abs/2505.22255 mastoxiv.page/@arXiv_csLG_bot/
- A Certified Unlearning Approach without Access to Source Data
Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler
arxiv.org/abs/2506.06486 mastoxiv.page/@arXiv_csLG_bot/
toXiv_bot_toot

@theodric@social.linux.pizza
2025-12-18 12:52:45

If you can manage to get your hands on one, the Lenovo ThinkPad C13 Yoga (a chromebook reflashed with MrChromeBox firmware) is the most perfect basic Linux laptop I've ever had. DO NOT get the 4GB RAM/eMMC model (problems); preferably get the 16GB RAM model if available; OLED screen is the max spec. The battery life is great. Everything works out of the box in openSUSE, including esoteric stuff like the touchscreen and pressure-sensitive stylus. It's just a delight, the best €140 I&#…

@aredridel@kolektiva.social
2025-11-28 16:19:02
Content warning: open source whinging

Ugh why is this always the way. I evaluated like 25 authentication servers for a small scale web project — I do want to support things like OIDC and Passkeys, so this is not something I really want to make myself like the old days of “use crypt() on the passwords and just make a simple database”.
5 of them are just dev mode garbage that will never see the light of day as a thing people use.
2 of them are home network nonsense for people who want enterprise login for their family, but where One Nerd controls the whole user-list.
15 of them are freemium "open source" where they withhold features for their enterprise tier and make them so unfortunately difficult to deploy, all requiring postgresql databases and a complex containerization setup and helm charts and oh so much.
and then there's kanidm, which is great except its opinions make it completely unusable for a community project, it's really more trying to fit the ‘enterprise unix authentication' space. Kudos to them for communicating it but it's the wrong tool, even if it is really good.
And then there's rauthy. Which is exactly what I want, well built and delightful, uses a lightweight embedded database, and even has a peer-to-peer sync for scalability. But customizing it is going to be a lesson in building it from source repeatedly, and its configuration is just a bit strange, and its frontend is extremely Backend Developer Wrote A Web UI. I guess I got a second project. And maybe a third to make debian packages of it.
Yet it really is the best of the options _by far_.
NLNet supported projects continue to punch above their weight class.

@leftsidestory@mstdn.social
2025-12-31 00:30:02

Monumental III 🪦
纪念 III 🪦
📷 Nikon F4E
🎞️ ERA 100, expired 1993
#filmphotography #Photography #blackandwhite

ERA 100 (FF) English Alt Text: A black-and-white photo of an interior brick corner with three walls. The left and right walls are made of dark bricks, while the center wall is white. Each wall has a pattern of missing bricks, forming small rectangular openings. Sunlight streams through these gaps, casting geometric shadows on the tiled floor. A prominent triangle of light appears on the floor, emphasizing the interplay between architecture and natural light. The image evokes a sense of quiet a…
ERA 100 (FF) English Alt Text: A black-and-white urban scene featuring a classical-style statue of a woman standing on a shell, reminiscent of Botticelli’s “The Birth of Venus.” The statue is placed in front of a building with two large windows. In the center, a tall utility pole is cluttered with electrical boxes, cables, and meters. One box has two circular elements that resemble eyes, giving it a face-like appearance. To the right, a brick wall with metal pipes and a fence adds to the indus…
ERA 100 (FF) English Alt Text: A black-and-white photo of two wooden chairs placed side by side on a paved sidewalk. A small wooden table sits between them. In front of the table, a concrete barrier with a vertical metal pole obstructs access. Behind the setup is a brick wall and stone steps leading to a building entrance. The scene suggests a tension between invitation and restriction—comfortable seating is offered, yet access is blocked. The composition explores themes of urban design, acces…
ERA 100 (FF) English Alt Text: A black-and-white image showing a section of a brick wall with several bricks intentionally left out, creating small rectangular openings. To the left, a perforated metal panel stands beside a broomstick. In the background, trees and bright daylight are visible. The design of the wall blends solid structure with open space, possibly for ventilation or aesthetic effect. The image balances nature and architecture, with light filtering through the gaps to create a s…
@blackknight95857669@social.linux.pizza
2025-12-29 19:55:58

Is This Seat Taken? (Multi, XP'd on #SteamDeck ) A charming little puzzle game where you help shapes find the perfect spots.
As the title suggests, this game is all about placing things in the right seat. There's a little story to go with it about one of the shapes wanting to be a movie star.
It's cute, cozy, and perfect for bedtime/on the go short sessions on the …

Save 20% on Is This Seat Taken? on Steam
Is This Seat Taken? is a logic puzzle game where you play matchmaker for groups of hilariously particular people. Each character has pet peeves that make seating them a delightful challenge. Find the perfect spot for each person to unlock new levels in this cozy, silly, and relatable experience.

@leftsidestory@mstdn.social
2026-02-13 00:30:00

Rare Colours Blues III🔷🔷
稀有的色彩蓝 III🔷🔷
📷 Pentax MX
🎞️ Harman Phoenix 200 II (FF)
#filmphotography #Photography #Art

Harman Phoenix 200 II (FF) English Alt Text: A lively city street at dusk with crowds of pedestrians crossing. Tall glass buildings rise in the background, reflecting fading daylight. Bright digital billboards glow in red-orange tones, including one promoting cosmetics with the brand “KANS 韩束” and “TYAKASHA.” The illuminated signage contrasts with the dim sky, emphasizing digital media’s presence in urban life. Buses, cars, traffic lights, and the “Renmin Middle Rd” sign add order to the bustl…
Harman Phoenix 200 II (FF) English Alt Text: A glossy tiled floor reflects neon lights in blue, red, and yellow. Two people are partly visible, showing only legs and sneakers. One stands in the foreground with light shoes and dark pants, while another is further back. The reflections suggest signage above, creating a vibrant composition that conveys nightlife energy and urban dynamism. 中文替代文字： 光亮的瓷砖地面映射蓝、红、黄霓虹灯光。画面中仅见两人的腿部与运动鞋。前景人物穿浅色鞋与深色裤子，背景人物也穿运动鞋。地面反射暗示上方有招牌灯光，营造鲜艳动感氛围，传递夜生活与都市活力。
Harman Phoenix 200 II (FF) English Alt Text: A wall of six illuminated display windows arranged in a grid. Top left: mannequins in red garments against a brick backdrop. Top center: mannequin head framed by an orange glowing heart with ruffled fabric. Top right: circular satellite-like object. Bottom left: mannequin beside a blue-lit egg-shaped grid. Bottom center: mannequin in white inside an orange tunnel-like space. Bottom right: mechanical components. The vibrant colors and eclectic themes…
Harman Phoenix 200 II (FF) English Alt Text: A modern high-rise with a curved roof stands against a clear blue sky. In the foreground, a traffic light shows a red bicycle symbol, signaling cyclists to stop. The scene juxtaposes sleek architecture with transportation infrastructure, reflecting urban planning that balances design, safety, and mobility. 中文替代文字： 一座现代高层建筑在蓝天映衬下格外醒目，弧形屋顶勾勒出独特轮廓。前景中，交通信号灯亮起红色自行车标志，提示骑行者停下。画面展现建筑与交通设施的并置，体现城市规划对设计、安全与流动的平衡。
@leftsidestory@mstdn.social
2025-12-01 00:30:02

Moody Urbanity - Old & New IV 🔆
情绪化城市 - 新与旧 IV 🔆
📷 Nikon FE
🎞️ Ilford HP5 Plus 400, expired 1993
#filmphotography #Photography #blackandwhite

Ilford HP5 Plus 400 (FF) English Alt Text: A black-and-white image of a playground viewed through vertical bars. In the foreground is a dual-lane plastic slide with a ball nearby. Climbing structures and trees surround the area, casting shadows on the ground. A basketball hoop and a building with shelves are visible in the background. The scene feels quiet and reflective, contrasting playful elements with somber tones. 中文替代文字： 这是一张黑白游乐场照片，通过垂直栏杆拍摄。前景是一座双滑道塑料滑梯，旁边有一个球。周围有攀爬结构和树木，树影洒在地面上。背景中可见一…
Ilford HP5 Plus 400 (FF) English Alt Text: A black-and-white photo of two gymnastic rings hanging from chains attached to a horizontal bar. The rings are in front of a fenced area, with a building and a sports court visible in the background. The photo is taken through vertical bars, adding depth and a sense of separation. The empty playground and monochrome palette evoke nostalgia and quietness. 中文替代文字： 这是一张黑白照片，画面中两个体操吊环通过链条悬挂在一根横杆上。吊环前方是围栏，背景中可见一栋建筑和一个运动场。照片通过垂直栏杆拍摄，增强了画面的深度与隔离感。空荡的游乐场与黑白色…
Ilford HP5 Plus 400 (FF) English Alt Text: An outdoor industrial scene with large metal pipes running horizontally and vertically, supported by brackets and frames. A valve with a wheel handle is visible in the foreground. Concrete or brick pillars and a dome-shaped structure appear in the background. Shadows cast by the pipes suggest daylight. The image showcases mechanical complexity and engineering design in a utility or processing facility. 中文替代文字： 这是一幅室外工业场景图像，画面中有多根大型金属管道横向与纵向交错，由支架和框架支…
Ilford HP5 Plus 400 (FF) English Alt Text: A modern architectural installation featuring curved brick walls and metal framework is integrated into an older brick building. The design includes wave-like forms that contrast with the straight lines of the surrounding traditional architecture. A tree with dense foliage partially obscures the view, adding a natural element. Light and shadow play across the textured surfaces, highlighting the innovative use of materials and shapes. The scene evokes …
@leftsidestory@mstdn.social
2025-12-28 01:15:15

On the Side II 🆓
在边缘 II 🆓
📷 Nikon F4E
🎞️ Ilford HP5 Plus 400, expired 1993
#filmphotography #Photography #blackandwhite

Ilford HP5 Plus 400 (FF) English Alt Text: A close-up black and white photograph of a curved metal surface, possibly part of a fence or gate. Above a thin wire loops gently. In the blurred background, two cars—one white and one dark—are parked, adding urban context. The delicate form contrasts with the hard metal and modern vehicles, highlighting nature’s quiet presence in a busy city. 中文替代文字： 这是一张黑白特写照片，拍摄了一个弯曲的金属表面上，可能是围栏或大门的一部分。上方有一根细线轻轻地环绕着。背景模糊，隐约可见一辆白色和一辆深色汽车，增添了城市氛围。柔软的形态与坚硬的金属和现代车辆形成…
Ilford HP5 Plus 400 (FF) English Alt Text: A black and white image showing a group of metallic shopping carts nested together beside a large plastic trash bin labeled “BRUTE.” The carts are aligned in a corner, suggesting they’ve been returned after use. Behind them, a wall is painted with abstract curved shapes, adding visual interest. The scene captures a mundane yet essential part of retail life, framed in a stark monochrome tone. 中文替代文字： 这是一张黑白照片，展示了一组金属购物车整齐地嵌套在一起，旁边是一个标有“BRUTE”的大型塑料垃圾桶。…
Ilford HP5 Plus 400 (FF) English Alt Text: A black and white photo of a metal staircase with open risers, allowing light to cast shadows below. Railings run along both sides. To the right, a motorcycle is partially visible, parked in a shaded area. In the foreground, a concrete structure bears a triangular warning sign. The interplay of light and shadow adds drama to the industrial setting, emphasizing texture and geometry. 中文替代文字： 这是一张黑白照片，描绘了一座金属楼梯，楼梯踏板之间留有空隙，使光线能够穿透并在地面投下阴影。楼梯两侧设有栏杆。右侧阴影处停…
Ilford HP5 Plus 400 (FF) English Alt Text: A black and white photo of a complex urban scene featuring multiple elevated highways crossing above a street-level area. Beneath the overpasses, cars and motorcycles are parked in a lot. A pedestrian walkway with railings runs along the left side, leading upward toward the elevated structures. The concrete pillars and layered roads dominate the composition, creating a sense of scale and depth. The monochrome palette emphasizes the contrast between th…